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          "description": "You identify a **specific person** responsible for the target's underperformance\nor the behaviour you want changed — and name them. Not \"management\" or \"the\nboard\". A named executive or director with a specific failure attributable to\nthem.",
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        "whyItWorks": "- **Accountability needs a face.** Voters (shareholders, regulators,\n  journalists) act faster against people than institutions.\n- **Credibility rises with specificity.** \"The CFO has repeatedly missed\n  guidance\" > \"Management has missed guidance\".\n- It **pre-empts evasion**. An individual can be removed; an abstraction\n  cannot.\n- It **forces the target to respond personally** — and their defensive\n  response usually generates more attention for your thesis.",
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        "priority": null,
        "whenToUse": "In activist decks where the personality matters",
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          "name": "Valuation: Precedent transactions",
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          "version": 1,
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          "description": "You apply multiples derived from comparable historical M&A transactions",
          "familyLabel": "valuation-move",
          "categoryName": "Analysis",
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        "agent": "architect",
        "layer": "slide",
        "agents": [
          "architect"
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        "evidence": "Comparison table of TSO3, Stryker, HESKA, and Progyny across Report, Market Cap, Company Promotion, Our Criticism, and Successful Outcome.",
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        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
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          "version": 1,
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          "description": "The mirror-image thesis. Management responding to an activist campaign,",
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        "evidence": "Procept’s Aquablation procedure is a transurethral resective surgery... we believe Procept and its cheerleaders rarely acknowledge the issues with and limitations of Aquablation.",
        "pageRefs": null,
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        "confidence": 0.8,
        "extraction": {
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          "canonId": "019df269-16e3-7099-83d1-53afcc747cc6",
          "version": 1,
          "bodyDocId": "019df269-16b4-709a-9f8d-19d4cab4bea7",
          "description": "The mirror-image thesis. Management responding to an activist campaign,",
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          "categoryName": "Competitive",
          "categorySlug": "competitive"
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        "agent": "storyteller",
        "layer": "slide",
        "agents": [
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        ],
        "matchId": "67310e59-658b-4c8b-93de-781c46d0960f",
        "evidence": "Despite Procept’s best hopes, Aquablation, is likely to be limited... we calculate the implied annual procedure volume based on Procept's market assumptions and system sales, we find it generates fig",
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        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
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          "name": "Thesis: Activist defense (for management)",
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    "notes": "Classic 100-page Spruce Point short report. Strong SCQA construction with multiple independent attack vectors: TAM overstatement (waterfall chart pg 11), CEO-quote contradictions vs urologist interviews (pg 12), channel-stuffing evidence via DSO/inventory/utilization puzzle pieces (pg 13), peer-multiple rerating (pg 97), and insider-selling tell (pg 14, 96). Cover is a striking AI-generated dental/medical office image — unusual for the genre. Inconsistency: slide 96 refers to 'CEO Radno' while all other slides use 'Zadno' — likely OCR or deck typo; treating correct name as Zadno. Author/signatory not named on cover; firm-authored. Spruce Point's founder is Ben Axler but not credited on the document itself. 'Precedents' are Spruce Point's own short track record (not activist analogies in the traditional sense), used on pg 4 as credibility flex.",
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        "detail": "PRCT trades at 14.1x vs peer median 5.5x; only ISRG (21.3x) and GKOS (17.0x) trade higher",
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        "detail": "Rose from 47 (FY21) to 74 (FY22) to 130 (FY23), exceeding company's 30-90 day payment terms",
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        "detail": "Procept claims ~290,000; academic studies range 20,643-105,600 (median 67,207); Spruce Point top-down estimate 105,600",
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        "metric": "MIST market share of BPH surgeries"
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        "detail": "Only ~4% of men over 70 have prostates over 100g (Berry et al, Journal of Urology)",
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        "detail": "CEO Zadno sold ~$25m in October 2024 greenshoe, plus ~$10m in Nov/Dec via 10b5-1",
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      {
        "detail": "~$425,000 capital equipment; $3,200 per disposable handpiece",
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    "thesisSummary": "PROCEPT BioRobotics markets its Aquablation system as the future 'treatment for all prostates' for the large BPH market, supporting a $4.7bn market cap and 14x 2025E revenue. Spruce Point's multi-month investigation — spanning urologist interviews, MAUDE adverse-event data, and academic procedure-volume studies — argues the real addressable market is dramatically smaller because minimally-invasive therapies (MISTs) already own 40-45% of BPH surgeries and Aquablation is best suited only for larger prostates (~4% of men over 70 have prostates over 100g). DSOs have ballooned from 47 to 130 days, finished-goods inventory equals 2.6 quarters of handpieces, and Procept failed to pre-announce Q4 results for the first time in four years while CEO Zadno dumped ~$25m of stock. Spruce Point rates PRCT a Strong Sell with a $29-$54 target, implying 30-60% downside.",
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      "Spruce Point short on HSKA (2021) — acquired by Mars at 48% discount",
      "Spruce Point short on Progyny (2023) — shares returned -54% in 2024"
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          "text": "LUTS: Patients with less severe symptoms are less likely to pursue treatment and incur the risks of side effects (irreversible for resective surgeries). Age: Since the average age of men undergoing surgical procedures for BPH is 71, procedure tolerability, morbidity risk, recovery time/ease, and anticipated lifespan are material considerations. Level of sexual activity and prioritization of sexual function: Some patients may be sexually inactive or not prioritize ejaculatory function. Other health conditions: Patients with high bleeding risk or taking blood thinning medications may seek/require procedures with lower bleeding risk. Prostate size: Certain procedures are either limited to smaller prostates or enable the treatment of larger prostates for various reasons. Affordability: MISTs can be more expensive than resective procedures. Retreatment considerations: Some patients, either due to age or personal preference, may willingly accept higher retreatment risk over a multi-year period.",
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