{"id":"W2003533845","doi":"10.1177/0272989x13493970","title":"Health Care Costs for State Transition Models in Prostate Cancer","year":2013,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; Muscular Dystrophy Canada; University of Toronto; Toronto Public Health","funders":"Canadian Institutes of Health Research; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Prostatectomy; Comorbidity; Health care; Prostate cancer; Cancer registry; Cancer; Healthcare Cost and Utilization Project; Demography; Family medicine; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009270017,0.0001627854,0.0008340782,0.0003461227,0.0001543307,0.00008504478,0.0002359803,0.0001211745,0.0005907964],"category_scores_gemma":[0.001918509,0.0001847307,0.00009572086,0.0002061382,0.00003560693,0.0006025088,0.00003510469,0.0002130323,0.0003542483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313153,"about_ca_system_score_gemma":0.0003836628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002999994,"about_ca_topic_score_gemma":0.002261125,"domain_scores_codex":[0.9950486,0.0001998189,0.003414365,0.0005531986,0.0002432857,0.0005406963],"domain_scores_gemma":[0.9973558,0.001089273,0.0008800895,0.0002749786,0.0001056686,0.0002942581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001815146,0.0002111793,0.009096555,0.001611902,0.00005382319,0.000006767774,0.03409277,0.01990814,0.000001025787,0.02688232,0.1195794,0.7883746],"study_design_scores_gemma":[0.004176611,0.0002453465,0.01645749,0.002829018,0.000003371258,0.000006574482,0.004446093,0.7024419,0.000001673174,0.2491314,0.01959689,0.0006635331],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3482015,0.01031311,0.4829406,0.1517391,0.001275663,0.004119455,0.0006623165,0.00008828153,0.000659894],"genre_scores_gemma":[0.9559376,0.0005739291,0.0116138,0.03060163,0.00018002,0.000932281,0.00004372447,0.0000410195,0.00007604569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.787711,"threshold_uncertainty_score":0.75331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2455579437203913,"score_gpt":0.4760636838137804,"score_spread":0.2305057400933891,"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."}}