{"id":"W2031868978","doi":"10.1002/pros.21415","title":"Comparison of incidentally detected prostate cancer with screen‐detected prostate cancer treated by prostatectomy","year":2011,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Prostatectomy; Cystoprostatectomy; Prostate cancer; Prostate; Urology; Stage (stratigraphy); Cancer; Internal medicine","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":[0.0006376617,0.000248761,0.0004068565,0.001095066,0.0002937484,0.0007187387,0.0004847967,0.0005644328,0.001055309],"category_scores_gemma":[0.005298773,0.0001837155,0.000586167,0.0005503721,0.0005023612,0.0003216196,0.0004593261,0.0004446781,0.0001499938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005057522,"about_ca_system_score_gemma":0.0004379815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003545353,"about_ca_topic_score_gemma":0.003845681,"domain_scores_codex":[0.9990423,0.000209354,0.0001194224,0.0001865166,0.0002825981,0.0001597301],"domain_scores_gemma":[0.9961856,0.001539489,0.001142363,0.0001765834,0.0004196206,0.0005362163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000570728,0.00003237455,0.9961752,0.00002141476,0.00007140652,0.0003691853,0.00007518376,0.00007565681,0.0009868094,0.000009766738,0.00003783788,0.001574428],"study_design_scores_gemma":[0.000007698888,0.0002400762,0.9978436,0.00000507252,0.00005264888,0.001248219,0.00008943126,0.0001252196,0.0002793303,0.000009423847,0.00009531128,0.000003881669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991279,0.0003940559,0.00005739708,0.00001316024,0.000005760279,0.000007594466,0.00008089007,0.000003733572,0.0003095456],"genre_scores_gemma":[0.9995812,0.00009059842,0.00004511329,0.00001055078,0.00001000685,0.000004173211,0.000216944,0.000002141679,0.00003927387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003545353,"threshold_uncertainty_score":0.007049441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734537155363514,"score_gpt":0.299283104304263,"score_spread":0.2719377327506278,"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."}}