{"id":"W2603622689","doi":"10.1200/jco.2017.35.6_suppl.22","title":"The use of five-alpha reductase inhibitors and their association with reclassification and pathologic outcomes in the Canary Prostate Active Surveillance Study (PASS).","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Prostate cancer; 5 Alpha-Reductase Inhibitor; Internal medicine; Biopsy; Prostate; Cancer; Prostate biopsy; Gynecology; Finasteride","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":[0.002115493,0.0003659954,0.000401696,0.0009840225,0.0004034856,0.0009529972,0.0006833943,0.0007749855,0.001893594],"category_scores_gemma":[0.003515082,0.0002569422,0.0007587654,0.001218934,0.000301843,0.0004783358,0.0006051112,0.0009028036,0.0002434554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003245757,"about_ca_system_score_gemma":0.0004976599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00685715,"about_ca_topic_score_gemma":0.009900751,"domain_scores_codex":[0.9990882,0.0003131658,0.00009582458,0.0001347452,0.0002341316,0.0001338425],"domain_scores_gemma":[0.9953066,0.0006398116,0.002484024,0.0003782456,0.0003785798,0.0008127603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001728087,0.00007076622,0.996238,0.00002589507,0.0002423442,0.00003763997,0.00003173084,0.00004183422,0.00007062713,0.00002613017,0.0003671909,0.001119826],"study_design_scores_gemma":[0.00004420794,0.0002439722,0.9990711,0.000009930877,0.0001119377,0.00009303923,0.00003512277,0.0001763126,0.00002239205,0.00002162751,0.0001663668,0.000003928957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945425,0.001434632,0.00007829267,0.0001292831,0.00003006294,0.00003859756,0.001949828,0.00001231914,0.001784469],"genre_scores_gemma":[0.9975643,0.0001947242,0.00005651604,0.00004151884,0.00003529136,0.00001924338,0.001716104,0.000003997485,0.0003682807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00685715,"threshold_uncertainty_score":0.0136345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2037647623207268,"score_gpt":0.4742475940487024,"score_spread":0.2704828317279755,"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."}}