{"id":"W3195059197","doi":"10.1001/amajethics.2021.639","title":"How Does Cost-Effectiveness Analysis Inform Health Care Decisions?","year":2021,"lang":"en","type":"article","venue":"The AMA Journal of Ethic","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Health care; Business; Psychology; Economics; Economic growth","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2324481,0.003314237,0.009046108,0.013301,0.001900264,0.01775476,0.004192878,0.00976766,0.008313187],"category_scores_gemma":[0.6049939,0.001925322,0.004184401,0.009606127,0.01053272,0.02537204,0.004892138,0.01703587,0.001994015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01353149,"about_ca_system_score_gemma":0.01625583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007925053,"about_ca_topic_score_gemma":0.006291583,"domain_scores_codex":[0.7465678,0.2087985,0.01434328,0.005520525,0.02278592,0.00198398],"domain_scores_gemma":[0.2465696,0.7092316,0.01453797,0.009367215,0.01857207,0.00172154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008053142,0.0003952088,0.01126802,0.01445352,0.006160242,0.0003905036,0.001171686,0.02471196,0.0001641943,0.3556382,0.09838805,0.4864531],"study_design_scores_gemma":[0.0003440374,0.0002152707,0.002420325,0.0192211,0.001416085,0.0003197214,0.0008181898,0.01304223,0.0003114017,0.8951204,0.06654531,0.0002259644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004885832,0.3075275,0.1312214,0.5135848,0.006381779,0.0005589989,0.001697104,0.0002898081,0.03385271],"genre_scores_gemma":[0.3822973,0.2589161,0.1972581,0.1330836,0.02343251,0.001682058,0.001052098,0.0004021564,0.00187605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2324481,"threshold_uncertainty_score":0.9465281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4158224916887397,"score_gpt":0.4873645932242206,"score_spread":0.07154210153548085,"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."}}