{"id":"W2061211489","doi":"10.1016/j.jclinepi.2014.11.023","title":"Grading the strength of a body of evidence when assessing health care interventions: an EPC update","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":281,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Ottawa Hospital","funders":"Agency for Healthcare Research and Quality","keywords":"Grading (engineering); Observational study; Psychological intervention; CLARITY; Systematic review; Medicine; Health care; Concordance; Randomized controlled trial; Evidence-based medicine; MEDLINE; Medical physics; Family medicine; Applied psychology; Psychology; Nursing; Alternative medicine; Surgery","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":[0.3019408,0.003638596,0.01600737,0.04286516,0.003182158,0.01559525,0.01221939,0.01128756,0.00354708],"category_scores_gemma":[0.6920207,0.004478716,0.01451413,0.02553708,0.007440963,0.01473025,0.01249518,0.01419457,0.00219508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009643243,"about_ca_system_score_gemma":0.01719759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308945,"about_ca_topic_score_gemma":0.03808935,"domain_scores_codex":[0.7039993,0.08000145,0.1393984,0.01054649,0.06426246,0.001791993],"domain_scores_gemma":[0.1904156,0.5979652,0.04630711,0.02142086,0.1403537,0.003537588],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007331223,0.000159339,0.008762995,0.12343,0.01572571,0.0001732764,0.001393359,0.000545264,0.0007978234,0.005592741,0.09301297,0.7496735],"study_design_scores_gemma":[0.001400465,0.000724394,0.02402346,0.4736436,0.05293378,0.003129973,0.001669174,0.003846712,0.002229051,0.03842923,0.3967748,0.001195363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002151577,0.9035251,0.02071385,0.04950707,0.01662616,0.001082986,0.001894621,0.0003720978,0.004126538],"genre_scores_gemma":[0.05098405,0.6197819,0.25542,0.04578411,0.01936635,0.002685941,0.003335994,0.0006966171,0.001945004],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6980592,"threshold_uncertainty_score":0.8608313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9698907698676973,"score_gpt":0.7549767541571039,"score_spread":0.2149140157105934,"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."}}