{"id":"W2624943810","doi":"10.5858/2001-125-0440-hgpin","title":"High-Grade Prostatic Intraepithelial Neoplasia","year":2001,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"High-grade prostatic intraepithelial neoplasia; Intraepithelial neoplasia; Medicine; Grading (engineering); Biopsy; Adenocarcinoma; Pathology; Prostatic adenocarcinoma; Population; Carcinoma; Prostate; Radiology; Cancer; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001556083,0.0002798964,0.0002976578,0.0008737847,0.0003441925,0.0004449335,0.0003187672,0.0003170354,0.01137718],"category_scores_gemma":[0.0005814058,0.00008431905,0.0001165,0.0008300431,0.0002628426,0.0004149139,0.0004276255,0.0003397648,0.003096825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146207,"about_ca_system_score_gemma":0.0002000814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041027,"about_ca_topic_score_gemma":0.002354011,"domain_scores_codex":[0.9997975,0.00002228566,0.00001412987,0.00003136816,0.0001003451,0.00003431135],"domain_scores_gemma":[0.9997875,0.00003494614,0.00004877525,0.00002573849,0.00004216837,0.00006087866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006026904,0.0001614669,0.3618912,0.001141916,0.0001223925,0.220685,0.0004596445,0.0003393219,0.01598301,0.005032866,0.0282265,0.3653539],"study_design_scores_gemma":[0.00002606309,0.0002719055,0.2412818,0.0004609489,0.00008484229,0.5123402,0.0003399014,0.0007052182,0.004131797,0.002670616,0.2376492,0.00003764416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4223139,0.1288633,0.009727246,0.003810326,0.001978787,0.0003597958,0.0029328,0.0009827095,0.4290312],"genre_scores_gemma":[0.9376547,0.02280719,0.003682355,0.002389721,0.0008586728,0.00002547416,0.001545212,0.00005175115,0.0309849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01137718,"threshold_uncertainty_score":0.03806049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174731776434415,"score_gpt":0.27354154827103,"score_spread":0.2617942305066858,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}