{"id":"W2591446975","doi":"10.1200/jco.2016.34.7_suppl.2","title":"Assessing the quality of chemotherapy in an episode-based funding model in Ontario.","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Medicine; Regimen; Anthracycline; Adjuvant; Internal medicine; Adjuvant therapy; Chemotherapy; Cancer; Oncology; Breast cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008490669,0.000307653,0.0004551146,0.001494201,0.001843143,0.002673502,0.002090148,0.0006650375,0.002467864],"category_scores_gemma":[0.02537719,0.0004787149,0.000724064,0.005372688,0.001304849,0.001492708,0.002093596,0.0007133567,0.000150287],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1254668,"about_ca_system_score_gemma":0.05467846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.974446,"about_ca_topic_score_gemma":0.9781024,"domain_scores_codex":[0.9926749,0.002509213,0.0004200769,0.0006306692,0.001932496,0.001832625],"domain_scores_gemma":[0.9727592,0.004854541,0.01085613,0.0008043011,0.005676514,0.005049203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002477418,0.0001464041,0.9806414,0.0001187818,0.0001825403,0.00009904516,0.001702245,0.005617885,0.00009167111,0.001479566,0.002828968,0.006843747],"study_design_scores_gemma":[0.00008280791,0.0001847285,0.9687082,0.00009736502,0.00008065811,0.00005261734,0.003758846,0.02293012,0.0000597739,0.0006068863,0.00340478,0.00003329956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872972,0.0004662431,0.001124464,0.002146558,0.0000144651,0.0004235105,0.004113742,0.00002749141,0.004386265],"genre_scores_gemma":[0.996855,0.000150093,0.0008399404,0.000126364,0.000007457128,0.0001071589,0.001436272,0.000007541807,0.0004701564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8745332,"threshold_uncertainty_score":0.9103297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4068269293277186,"score_gpt":0.4961528767958903,"score_spread":0.08932594746817163,"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."}}