{"id":"W4224297368","doi":"10.1016/j.injury.2022.04.014","title":"Economic studies in medical research: ‘Importance, targets, outcome evaluation’","year":2022,"lang":"en","type":"article","venue":"Injury","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Economic evaluation; Medicine; Health economics; Health care; Psychological intervention; Cost effectiveness; Quality-adjusted life year; Cost–benefit analysis; Intervention (counseling); Population; Cost-effectiveness analysis; Actuarial science; Public health; Environmental health; Risk analysis (engineering); Nursing; Business; 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":["metaresearch"],"category_scores_codex":[0.274851,0.002351649,0.008711471,0.01364533,0.002121651,0.01606642,0.003405521,0.01594893,0.003849274],"category_scores_gemma":[0.4346074,0.002210636,0.001657584,0.02168429,0.03815688,0.02710283,0.00870807,0.02913145,0.0006600592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008818108,"about_ca_system_score_gemma":0.009867432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003036235,"about_ca_topic_score_gemma":0.004812513,"domain_scores_codex":[0.7072655,0.242507,0.0162691,0.004471229,0.02775843,0.001728775],"domain_scores_gemma":[0.2521666,0.7068372,0.01216358,0.01101178,0.01502598,0.002794908],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003110069,0.0002165809,0.004111805,0.01417926,0.0006806143,0.0001395775,0.001642496,0.001882945,0.0002045555,0.7119763,0.07595495,0.1886998],"study_design_scores_gemma":[0.000195598,0.0001659539,0.004585899,0.01436923,0.0003039896,0.000313453,0.0008725203,0.002535619,0.0002009649,0.9203532,0.05599848,0.0001050515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001385373,0.6987287,0.02187265,0.2648445,0.008130691,0.0000929295,0.0001319896,0.00004661968,0.004766465],"genre_scores_gemma":[0.1555428,0.6190884,0.04668894,0.1003753,0.07487155,0.0007656653,0.0002251491,0.0002823919,0.002159715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.725149,"threshold_uncertainty_score":0.8942378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7290326656737192,"score_gpt":0.5942472184105865,"score_spread":0.1347854472631327,"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."}}