{"id":"W2159436526","doi":"10.1016/j.urology.2012.09.013","title":"Commentary on: Quality-of-Life Effects of Prostate-Specific Antigen Screening","year":2012,"lang":"en","type":"article","venue":"Urology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; University of British Columbia","funders":"","keywords":"Medicine; Prostate cancer; Prostate cancer screening; Prostate-specific antigen; Prostate; Quality-adjusted life year; Oncology; Gynecology; Internal medicine; Cancer; Cost effectiveness","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":[0.01100392,0.001821626,0.003714723,0.002217002,0.003235772,0.004165941,0.006512616,0.0724543,0.01242115],"category_scores_gemma":[0.09164684,0.001175357,0.002761405,0.004011467,0.004446613,0.003724991,0.002183245,0.04855458,0.005115925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007193944,"about_ca_system_score_gemma":0.009284899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02941258,"about_ca_topic_score_gemma":0.03126087,"domain_scores_codex":[0.9905862,0.003557635,0.001355573,0.001162111,0.002719795,0.0006187432],"domain_scores_gemma":[0.9208416,0.05965715,0.003447858,0.001304271,0.01184861,0.002900456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007566929,0.000008954993,0.00007697915,0.000164256,0.0000329583,0.00009755413,0.000035885,0.00004855602,0.00002768774,0.001514262,0.9961427,0.001774623],"study_design_scores_gemma":[0.0006938044,0.00008272826,0.002087469,0.002960369,0.0004892658,0.0005660065,0.0004985749,0.0005372555,0.0002592501,0.01841247,0.9732707,0.0001422147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001355484,0.004203181,0.00008116204,0.9085854,0.08516353,0.00001412551,0.0004588635,0.00001406956,0.001344096],"genre_scores_gemma":[0.002520728,0.002462931,0.0001814141,0.8633717,0.1285183,0.00005963622,0.0001226581,0.00002836454,0.002734132],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0724543,"threshold_uncertainty_score":0.05848271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3128956079733166,"score_gpt":0.4202836180947019,"score_spread":0.1073880101213853,"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."}}