{"id":"W4282930414","doi":"10.1016/j.euros.2022.05.012","title":"Active Surveillance for Men Younger than 60 Years or with Intermediate-risk Localized Prostate Cancer. Descriptive Analyses of Clinical Practice in the Movember GAP3 Initiative","year":2022,"lang":"en","type":"article","venue":"European Urology Open Science","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Health Sciences Centre; BC Cancer Agency; University of Toronto; Sunnybrook Health Science Centre; University of Calgary","funders":"National Cancer Institute; Medical Research Council; National Institute for Health and Care Research; Movember Foundation","keywords":"Medicine; Discontinuation; Prostate cancer; Disease; Prostatectomy; Watchful waiting; Adverse effect; Incidence (geometry); Lower risk; Epidemiology; Relative risk; Risk assessment; Cancer; Internal medicine; Localized disease; Gynecology; Surgery; Confidence interval","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":[0.001713258,0.000252244,0.0003258801,0.001649555,0.0002069638,0.0005547471,0.0007157909,0.0004223959,0.001123402],"category_scores_gemma":[0.005312432,0.0002829101,0.0007465489,0.002964022,0.0001960478,0.0005404616,0.001037314,0.0003908635,0.0002252481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00074302,"about_ca_system_score_gemma":0.0007043371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04584943,"about_ca_topic_score_gemma":0.04601354,"domain_scores_codex":[0.9988639,0.0003655243,0.0001658078,0.0002613602,0.0001997081,0.000143814],"domain_scores_gemma":[0.9947025,0.000661727,0.003806816,0.0002510584,0.0002716209,0.0003061804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002193184,0.00002211047,0.9938706,0.0001059309,0.0001505739,0.00003449515,0.0002058829,0.00007882884,0.00007640047,0.00005818419,0.001678172,0.003499523],"study_design_scores_gemma":[0.00001948453,0.00005022566,0.998095,0.00003142265,0.00004384731,0.00009844686,0.0001872756,0.0002693787,0.00002778389,0.00002394034,0.001149582,0.000003635022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618261,0.002705843,0.0005852373,0.0003203645,0.00001753868,0.0001082803,0.03304803,0.00004344026,0.001345174],"genre_scores_gemma":[0.9820536,0.0004827541,0.0004400242,0.0001819478,0.00002159049,0.0002161368,0.01597916,0.00001571931,0.0006090987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04584943,"threshold_uncertainty_score":0.09116513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1126476858839994,"score_gpt":0.4362970008040383,"score_spread":0.3236493149200389,"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."}}