{"id":"W7161960471","doi":"10.82308/31437","title":"Clinical and economic consequences of contemporary prostate cancer management in Canada","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate disease; Prostate cancer; Medical screening; Colonic disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001162897,0.0002556932,0.0003388399,0.001632472,0.00475808,0.00382605,0.001554862,0.0008732982,0.005855132],"category_scores_gemma":[0.008165929,0.0002466123,0.000607191,0.005449639,0.001499537,0.0006425535,0.001853808,0.001715973,0.0002579009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1343179,"about_ca_system_score_gemma":0.2057999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952654,"about_ca_topic_score_gemma":0.9970318,"domain_scores_codex":[0.9963588,0.0003276538,0.0001422614,0.0001776061,0.00164448,0.001349192],"domain_scores_gemma":[0.9922612,0.0003763744,0.001141346,0.0001003433,0.002717471,0.003403189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005981526,0.0002825563,0.7205513,0.0003858319,0.0003491659,0.001297493,0.002463904,0.004737346,0.0004260894,0.02274606,0.1166046,0.1295574],"study_design_scores_gemma":[0.0001033876,0.0001070041,0.9241778,0.0006081856,0.0001371657,0.0005868226,0.006312079,0.003802268,0.0001790101,0.002391437,0.061474,0.0001209463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6996626,0.02126946,0.0005487151,0.1627725,0.0007709904,0.0003076516,0.01866203,0.0001104492,0.0958956],"genre_scores_gemma":[0.9791625,0.006536813,0.0004575107,0.006012648,0.0001250323,0.00004283285,0.002595944,0.00002422709,0.005042608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1343179,"threshold_uncertainty_score":0.9745493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04202439159679672,"score_gpt":0.3610270134372513,"score_spread":0.3190026218404546,"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."}}