{"id":"W3155968179","doi":"10.1007/s10198-021-01286-0","title":"Evaluating the conduct and application of health utility studies: a review of critical appraisal tools and reporting checklists","year":2021,"lang":"en","type":"review","venue":"The European Journal of Health Economics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Toronto General Hospital; University Health Network; University of Ottawa; Canadian Centre for Applied Research in Cancer Control; Sunnybrook Health Science Centre; McMaster University; Impact","funders":"","keywords":"Critical appraisal; Reimbursement; Context (archaeology); Quality (philosophy); Management science; Computer science; Health care; Agency (philosophy); MEDLINE; Risk analysis (engineering); Data science; Medicine; Alternative medicine; Engineering","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":["metaresearch"],"category_scores_codex":[0.2989842,0.004263185,0.01319651,0.02705695,0.002234573,0.008983463,0.008401152,0.004025721,0.003487247],"category_scores_gemma":[0.5071251,0.002577417,0.009549197,0.01997282,0.005135068,0.006902367,0.005592017,0.006169907,0.0009806397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01038412,"about_ca_system_score_gemma":0.04026116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003929531,"about_ca_topic_score_gemma":0.008462291,"domain_scores_codex":[0.6701437,0.1450318,0.130402,0.005853062,0.04741801,0.001151332],"domain_scores_gemma":[0.2662545,0.578472,0.07933182,0.01033852,0.06359548,0.002007774],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005264853,0.0001240181,0.001264219,0.4555058,0.004520817,0.00008864507,0.0009053826,0.0007207732,0.000640091,0.003925709,0.01695848,0.5148196],"study_design_scores_gemma":[0.000826727,0.0006027518,0.006345489,0.8495018,0.01796156,0.0006170818,0.0009236386,0.002371548,0.001688039,0.01304066,0.1056915,0.0004291937],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008123186,0.9662231,0.01795853,0.00436531,0.0008663653,0.007841164,0.0008614783,0.000237298,0.000834413],"genre_scores_gemma":[0.01173004,0.8272453,0.1396995,0.002312652,0.0007826625,0.01657455,0.001184949,0.0001572866,0.0003131102],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7010158,"threshold_uncertainty_score":0.8644773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8654201418723424,"score_gpt":0.6386166970173818,"score_spread":0.2268034448549606,"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."}}