{"id":"W2158298440","doi":"10.1177/0272989x15585114","title":"The ONCOTYROL Prostate Cancer Outcome and Policy Model","year":2015,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"Erasmus+; Erasmus Medisch Centrum","keywords":"Outcome (game theory); Prostate cancer; Cancer; Prostate; Medicine; Oncology; Internal medicine; Economics","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":[0.002629103,0.0009911602,0.0012244,0.001234125,0.0004995036,0.001753238,0.002719175,0.001638823,0.01443583],"category_scores_gemma":[0.005453509,0.0004919879,0.001185258,0.001223702,0.000782703,0.001157184,0.001410967,0.001961602,0.001561516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004107461,"about_ca_system_score_gemma":0.00375181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04036502,"about_ca_topic_score_gemma":0.01740603,"domain_scores_codex":[0.9987412,0.0005356646,0.00003482332,0.0002713767,0.00015282,0.0002641888],"domain_scores_gemma":[0.997996,0.001137888,0.0002732909,0.00009647415,0.0002922291,0.0002042445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000306895,0.000100346,0.005095968,0.0001185765,0.00009926667,0.0002818225,0.00009807528,0.9032562,0.0001603068,0.07517592,0.00698765,0.008318963],"study_design_scores_gemma":[0.0002208925,0.0001361062,0.002227381,0.00004222321,0.0001046433,0.0001205825,0.00006462421,0.9592943,0.0001422209,0.03068622,0.006914714,0.0000461175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4325512,0.001862775,0.3933159,0.01608177,0.0006091002,0.001784869,0.05714918,0.001772567,0.09487257],"genre_scores_gemma":[0.925284,0.0007137391,0.02409463,0.0008378501,0.0001330276,0.002053587,0.007802974,0.0001233884,0.03895679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04036502,"threshold_uncertainty_score":0.0802601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06896233147531967,"score_gpt":0.42756798301733,"score_spread":0.3586056515420104,"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."}}