{"id":"W3010681060","doi":"10.9778/cmajo.20190114","title":"Health system costs for cancer medications and radiation treatment in Ontario for the 4 most common cancers: a retrospective cohort study","year":2020,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University Health Network; McMaster University; Cancer Care Ontario; Sunnybrook Health Science Centre; Canadian Agency for Drugs and Technologies in Health","funders":"Ontario Ministry of Health and Long-Term Care; Ontario Institute for Cancer Research","keywords":"Medicine; Retrospective cohort study; Cancer; Breast cancer; Colorectal cancer; Prostate cancer; Cohort; Internal medicine; Lung cancer; Confidence interval; Population; Oncology; Radiation therapy; Cohort study; Cancer registry; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0006926592,0.0004196425,0.0004831854,0.001548528,0.001342754,0.0009155823,0.0009216804,0.0003577595,0.001490687],"category_scores_gemma":[0.002492361,0.000634938,0.001182601,0.004132655,0.0004605805,0.000472114,0.000781117,0.0005426666,0.0001775532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01481756,"about_ca_system_score_gemma":0.009636501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9189789,"about_ca_topic_score_gemma":0.9430081,"domain_scores_codex":[0.9989085,0.00008573067,0.0001215555,0.0001993992,0.0004235557,0.0002611504],"domain_scores_gemma":[0.9972129,0.0001491829,0.001545431,0.0001620098,0.0006339606,0.0002965241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000365508,0.00000970669,0.9989485,0.00001384046,0.00005170356,0.00003126472,0.0001032035,0.00005662691,0.00002818453,0.00001579107,0.0002732021,0.000431337],"study_design_scores_gemma":[0.00000712608,0.00001412019,0.9992767,0.00001003903,0.00002600258,0.00004754262,0.0001286463,0.0001450597,0.00001052117,0.000007967926,0.0003222768,0.000004063196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893703,0.000289912,0.00009391211,0.00008248565,0.000005034331,0.0000762653,0.009266019,0.000006269306,0.0008097406],"genre_scores_gemma":[0.9947751,0.0002987233,0.0001537986,0.00004742075,0.000007838647,0.00005457486,0.004283621,0.0000034988,0.0003754912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08102107,"threshold_uncertainty_score":0.1629964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05548531519901902,"score_gpt":0.3101704612573,"score_spread":0.254685146058281,"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."}}