{"id":"W3162029117","doi":"10.1097/pas.0000000000001728","title":"ISUP Consensus Definition of Cribriform Pattern Prostate Cancer","year":2021,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Cribriform; Prostate cancer; Medicine; Consensus conference; Cancer; Pathology; Internal medicine; Carcinoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07305101,0.001657001,0.002321127,0.01167849,0.003870942,0.006168857,0.00866184,0.008103808,0.01505504],"category_scores_gemma":[0.08714021,0.001088355,0.003330633,0.006384529,0.00445349,0.004886546,0.01469591,0.007766994,0.008472174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007180111,"about_ca_system_score_gemma":0.02708887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005561492,"about_ca_topic_score_gemma":0.003622763,"domain_scores_codex":[0.8919474,0.05186782,0.02172463,0.003727423,0.02510257,0.005630212],"domain_scores_gemma":[0.9113708,0.01426907,0.005489524,0.002887258,0.06126087,0.0047225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003481639,0.0002700963,0.006324016,0.01271027,0.0001971472,0.001986957,0.01615247,0.001950388,0.00428746,0.07156096,0.6299881,0.254224],"study_design_scores_gemma":[0.00008806323,0.0002590179,0.005819453,0.01719253,0.0001199279,0.002956307,0.007464626,0.001132643,0.001873673,0.01880318,0.9440836,0.000206852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03107486,0.0473157,0.1839208,0.2234584,0.0321155,0.03886197,0.01389917,0.001462131,0.4278914],"genre_scores_gemma":[0.191396,0.04887902,0.4839872,0.06714201,0.008229052,0.08969944,0.03873672,0.001532181,0.07039841],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07305101,"threshold_uncertainty_score":0.3863353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911986722755043,"score_gpt":0.3068914593399862,"score_spread":0.2777715921124357,"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."}}