{"id":"W7008542753","doi":"","title":"Clinical and economic consequences of contemporary prostate cancer management in Canada","year":2017,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Medicine, McGill University; McGill University","keywords":"Prostate cancer; Cohort; Incidence (geometry); Health care; Disease; Cohort study; Cancer; Health economics; Epidemiology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.003817073,0.0006143112,0.001577239,0.008584999,0.001532815,0.004438531,0.001266411,0.001030068,0.004262602],"category_scores_gemma":[0.02830555,0.0004178986,0.001955003,0.02027215,0.001007264,0.001372867,0.001033374,0.001270192,0.0002065087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04043113,"about_ca_system_score_gemma":0.07769194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8034508,"about_ca_topic_score_gemma":0.884995,"domain_scores_codex":[0.9943717,0.0009807029,0.001115168,0.0003085748,0.002852862,0.0003709263],"domain_scores_gemma":[0.9812735,0.006202856,0.003875907,0.0001685554,0.00802591,0.0004532341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006431513,0.00007248302,0.03534047,0.4091291,0.006052128,0.001731743,0.001929788,0.001471177,0.0003775377,0.009894032,0.05693781,0.4764206],"study_design_scores_gemma":[0.000249919,0.0001700779,0.134835,0.577052,0.01313823,0.002906458,0.005184147,0.0006742429,0.0005739917,0.003310717,0.2616911,0.00021427],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005077508,0.9831412,0.00006837598,0.003731958,0.0002361036,0.00006045795,0.00241906,0.00000427072,0.00526111],"genre_scores_gemma":[0.06309579,0.9333279,0.0003742561,0.001637798,0.0001712809,0.00007378485,0.0008735107,0.000006334546,0.0004394378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1965492,"threshold_uncertainty_score":0.3954133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03549450797466932,"score_gpt":0.3145325955416012,"score_spread":0.2790380875669319,"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."}}