{"id":"W2011972975","doi":"10.1016/j.jclinepi.2010.03.001","title":"Comparative Effectiveness Research: Challenges for Medical Journals","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Psychological intervention; Health care; Medicine; Alternative medicine; MEDLINE; Health policy; Family medicine; Public health; Gerontology; Medical education; Nursing; Political science","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":[0.776542,0.002922919,0.0177515,0.03402689,0.005848188,0.03054861,0.01591661,0.03330577,0.01488774],"category_scores_gemma":[0.9017945,0.0036883,0.006869963,0.02887642,0.04360082,0.03189277,0.0142863,0.02939515,0.005261085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02580685,"about_ca_system_score_gemma":0.05549454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005461235,"about_ca_topic_score_gemma":0.005134676,"domain_scores_codex":[0.2129043,0.6661121,0.05977185,0.01047437,0.04878958,0.001947835],"domain_scores_gemma":[0.02299462,0.9110898,0.01129032,0.02105564,0.030828,0.002741626],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001113098,0.0002427461,0.0008677691,0.02762412,0.002710385,0.0002317768,0.003459812,0.0009382755,0.00009619739,0.2707256,0.3221556,0.3698346],"study_design_scores_gemma":[0.001247682,0.0003239336,0.0009349592,0.05979728,0.000831717,0.0003348739,0.002340406,0.001994018,0.0001381569,0.6108724,0.3209453,0.0002391454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003029092,0.2392636,0.02077502,0.6800619,0.04982582,0.001045093,0.0004121461,0.0003140128,0.007999545],"genre_scores_gemma":[0.04732718,0.180513,0.1724614,0.4097232,0.1754294,0.01059137,0.0005671302,0.0006294367,0.002757893],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.223458,"threshold_uncertainty_score":0.2755635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.961326602968233,"score_gpt":0.7454667716360986,"score_spread":0.2158598313321344,"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."}}