{"id":"W2603831628","doi":"10.1177/1066896917696745","title":"Incidental Prostate Adenocarcinoma in Cystoprostatectomy Specimens: Partial Versus Complete Prostate Sampling","year":2017,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre; Victoria General Hospital","funders":"","keywords":"Prostate; Cystoprostatectomy; Medicine; Urology; Prostate adenocarcinoma; Stage (stratigraphy); Sampling (signal processing); Prostatectomy; Internal medicine; Cancer; Biology","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":[0.002725592,0.0003570714,0.000491671,0.001351404,0.0004264255,0.0006669708,0.0003499522,0.0002954615,0.0008324331],"category_scores_gemma":[0.006050793,0.0002359663,0.0003610341,0.0005869998,0.000835394,0.0005103674,0.001064247,0.000228878,0.0002027831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002601356,"about_ca_system_score_gemma":0.0003816416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000569805,"about_ca_topic_score_gemma":0.001382291,"domain_scores_codex":[0.9983797,0.0004506987,0.0002561652,0.0002288932,0.0005108362,0.0001737322],"domain_scores_gemma":[0.995387,0.00180751,0.00121641,0.0004271907,0.0005869633,0.0005749559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001125947,0.00002655855,0.9797485,0.0001717468,0.000103186,0.0005743413,0.0001839932,0.0001310411,0.007209548,0.000023961,0.00005456341,0.01064659],"study_design_scores_gemma":[0.00001626888,0.001248881,0.9836603,0.00004687392,0.0001432983,0.007970217,0.0004434068,0.0004373656,0.005601136,0.00006659854,0.0003575248,0.000008126953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972899,0.001537814,0.0005724507,0.00001367945,0.000007650442,0.00002921367,0.00006653411,0.00001234173,0.0004704905],"genre_scores_gemma":[0.9988859,0.0002980228,0.0005825358,0.00001460954,0.00001300562,0.00001072251,0.0001534112,0.000003835439,0.00003793306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002725592,"threshold_uncertainty_score":0.01441443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06703061364433957,"score_gpt":0.359938518740915,"score_spread":0.2929079050965755,"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."}}