{"id":"W4377141282","doi":"10.1016/j.urolonc.2023.03.006","title":"Conditional survival of patients with low-risk prostate cancer: Temporal changes in active surveillance permanence over time","year":2023,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Proportional hazards model; Prostate cancer; Risk stratification; Internal medicine; Demography; Cancer; Oncology","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":[0.00159349,0.0001259133,0.0003128663,0.0006478118,0.0002310866,0.000800909,0.0005082818,0.0004267114,0.004944827],"category_scores_gemma":[0.01293741,0.0001976569,0.0006304891,0.000983657,0.0002268936,0.001289065,0.0006714442,0.0008208377,0.0003370311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003540743,"about_ca_system_score_gemma":0.0004665135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007303805,"about_ca_topic_score_gemma":0.007379603,"domain_scores_codex":[0.9994523,0.0001070633,0.000048716,0.0001841569,0.00005471795,0.0001530531],"domain_scores_gemma":[0.9924281,0.002913316,0.00284611,0.0006340352,0.0005176549,0.0006606397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000965065,0.00003497388,0.9899912,0.00004357346,0.0002388894,0.00006129345,0.0001439401,0.0007098166,0.0003375425,0.0004083143,0.0003284457,0.006736929],"study_design_scores_gemma":[0.000005790232,0.00009850648,0.9974679,0.000008925324,0.00008582683,0.0001564694,0.0001223917,0.001390397,0.00009401204,0.000297803,0.0002636583,0.000008437145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940175,0.001173677,0.0005844549,0.0004030876,0.00001870475,0.000007836683,0.002432546,0.00003073056,0.001331475],"genre_scores_gemma":[0.9985776,0.0001305723,0.00006970988,0.000022223,0.00001325285,0.000004008169,0.0009014266,0.000005820849,0.0002755163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007303805,"threshold_uncertainty_score":0.01654214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321160154170411,"score_gpt":0.2875371737868317,"score_spread":0.2743255722451276,"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."}}