{"id":"W2271066764","doi":"10.1002/cncr.29892","title":"Management of localized and advanced prostate cancer in Canada: A lifetime cost and quality‐adjusted life‐year analysis","year":2016,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Prostate cancer; Quality of life (healthcare); Cancer; Quality-adjusted life year; Prostate; Cost analysis; Gerontology; Cost effectiveness; Internal medicine; Nursing; Risk analysis (engineering); Reliability engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001068609,0.0001707849,0.0005858179,0.0001156849,0.00002296397,0.000005985721,0.00004110333,0.00003441776,0.0002647494],"category_scores_gemma":[0.00001496011,0.0001149517,0.0000459254,0.0004344705,0.00008646453,0.00005857942,0.00004959943,0.00005128846,6.908429e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009175692,"about_ca_system_score_gemma":0.000650941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4382137,"about_ca_topic_score_gemma":0.6385598,"domain_scores_codex":[0.9987136,0.0000368902,0.0003707828,0.000375268,0.0002254774,0.0002779674],"domain_scores_gemma":[0.9992418,0.00005964084,0.0001462436,0.0002248918,0.00008998218,0.0002374133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007279579,0.00005556037,0.8593925,0.000371132,0.001381969,0.00004571587,0.0001807182,0.00009941381,0.0002846346,0.0001269233,0.0001727969,0.1371606],"study_design_scores_gemma":[0.008454822,0.0000801674,0.9821034,0.001013463,0.001075433,6.12533e-7,0.0004336152,0.00007778195,0.002056831,0.00001495721,0.004504594,0.0001843274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759908,0.01879675,0.00002239533,0.00356141,0.00007346168,0.0009018406,0.0004631117,0.0000116264,0.0001786303],"genre_scores_gemma":[0.9519367,0.04625641,0.0001233335,0.0003493748,0.00001769086,0.0006937493,0.000009862406,0.00001662469,0.0005962612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.200346,"threshold_uncertainty_score":0.5655273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935803327977104,"score_gpt":0.302252680994407,"score_spread":0.282894647714636,"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."}}