{"id":"W2936073861","doi":"10.1097/ccm.0000000000003768","title":"Cost-Effectiveness Studies in the ICU: A Systematic Review*","year":2019,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sinai Health System; Lakeridge Health; University Health Network","funders":"","keywords":"Medicine; Cost effectiveness; Checklist; Intensive care medicine; Health care; MEDLINE; Renal replacement therapy; Psychological intervention; Systematic review; Quality-adjusted life year; Intensive care; Cohort study; Emergency medicine; Risk analysis (engineering); Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04651708,0.0005647463,0.01208292,0.0004513915,0.0001227802,0.0000345388,0.0008548796,0.0003118397,0.0001472571],"category_scores_gemma":[0.1055094,0.0003853986,0.0005027365,0.0005947887,0.0004410488,0.0001552406,0.00009892522,0.0007275153,0.002834438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00153089,"about_ca_system_score_gemma":0.0002503318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008151741,"about_ca_topic_score_gemma":0.00002173651,"domain_scores_codex":[0.9849634,0.005241021,0.008091208,0.0008829207,0.0002621623,0.0005592653],"domain_scores_gemma":[0.9646038,0.03179938,0.001777931,0.001407397,0.0002625641,0.000148906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[8.403057e-7,0.00002233968,0.00001060527,0.9576228,0.0001005055,0.00001330437,0.001528605,1.053697e-7,2.952083e-10,0.03258314,0.007007214,0.001110553],"study_design_scores_gemma":[0.0002221164,0.0001002358,0.000003899676,0.6288376,0.0007890858,0.00004952991,0.005737583,0.000003677835,1.277451e-9,0.0008649469,0.3631116,0.0002798002],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.365304e-7,0.974127,0.0001553101,0.01026926,0.00180222,0.01167678,0.0002081495,0.0000300015,0.001730753],"genre_scores_gemma":[0.00009057559,0.9798419,0.00002831494,0.01404175,0.0006100833,0.005104387,0.0001296414,0.00006055121,0.00009275427],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3561043,"threshold_uncertainty_score":0.9998598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8389428557336934,"score_gpt":0.6354433628121886,"score_spread":0.2034994929215048,"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."}}