{"id":"W2143020284","doi":"10.1016/j.jval.2014.03.529","title":"Cost-Utility Analysis of Practice Deviations From Guidelines in HER2-Targeted Testing and Treatment for Breast Cancer","year":2014,"lang":"en","type":"article","venue":"Value in Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Calgary; Ontario Institute for Cancer Research; McMaster University","funders":"","keywords":"Medicine; Trastuzumab; Observational study; Breast cancer; Companion diagnostic; Population; Oncology; Internal medicine; Disease; Personalized medicine; Cancer; Bioinformatics; Environmental health; Biology","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":[0.02974413,0.001208869,0.001804373,0.001846764,0.0003314824,0.00239683,0.001928353,0.002044133,0.002674607],"category_scores_gemma":[0.1539288,0.000732392,0.002081054,0.002362127,0.001772446,0.001934288,0.001551379,0.002620847,0.0001908465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006712941,"about_ca_system_score_gemma":0.002956972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01628499,"about_ca_topic_score_gemma":0.005842775,"domain_scores_codex":[0.9767483,0.01961246,0.0006852102,0.0007440381,0.001349511,0.000860404],"domain_scores_gemma":[0.8151735,0.1704966,0.006624991,0.003035682,0.003555128,0.001114209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01156469,0.001374128,0.06222554,0.000404152,0.001947606,0.0001761073,0.0002024639,0.8793513,0.0003051157,0.009055611,0.001514954,0.03187833],"study_design_scores_gemma":[0.0009795813,0.003786455,0.0391571,0.0001407196,0.001421223,0.0001880893,0.0003591701,0.9439937,0.000405207,0.008834833,0.0006478566,0.00008603122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777594,0.002362246,0.01384569,0.001863552,0.00006490079,0.0004163724,0.001144171,0.0000851635,0.002458452],"genre_scores_gemma":[0.9973485,0.0001445771,0.001921606,0.00006919659,0.00001297217,0.00005650613,0.0002691865,0.000006781684,0.0001705641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02974413,"threshold_uncertainty_score":0.1573039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6188629693344477,"score_gpt":0.5111760297159271,"score_spread":0.1076869396185206,"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."}}