{"id":"W2165010366","doi":"10.1136/bmj.39489.470347.ad","title":"GRADE: an emerging consensus on rating quality of evidence and strength of recommendations","year":2008,"lang":"en","type":"article","venue":"BMJ","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":22066,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Quality of evidence; Quality (philosophy); Consensus conference; Computer science; Evidence-based medicine; Rating system; Medicine; Data science; Alternative medicine; Meta-analysis; Pathology; Environmental economics; Economics; Library 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":[0.3614334,0.002887888,0.0129655,0.04214635,0.003783253,0.01955306,0.01311071,0.01231377,0.007034461],"category_scores_gemma":[0.7294806,0.002824786,0.01288251,0.03218696,0.006136172,0.01307447,0.01850446,0.01838512,0.00580824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0114186,"about_ca_system_score_gemma":0.03541864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013359,"about_ca_topic_score_gemma":0.01392359,"domain_scores_codex":[0.5147539,0.2088144,0.1863564,0.008488754,0.07791793,0.003668661],"domain_scores_gemma":[0.2153645,0.4852123,0.07807858,0.02290273,0.1891078,0.009334144],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009620643,0.0001646582,0.01571206,0.09972866,0.009683605,0.0002291707,0.004080863,0.0008232536,0.0008884286,0.02328914,0.2948195,0.5496186],"study_design_scores_gemma":[0.002251909,0.0009747141,0.0263135,0.214554,0.0237662,0.002331202,0.005581986,0.002909719,0.002839796,0.1069003,0.6101628,0.001413779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.009452797,0.3865372,0.1848217,0.3087211,0.04168648,0.01160184,0.01262926,0.004645972,0.03990374],"genre_scores_gemma":[0.09756566,0.231389,0.572544,0.05047826,0.0138429,0.01694915,0.009217986,0.002905763,0.005107386],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6385666,"threshold_uncertainty_score":0.7874663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7749532586804619,"score_gpt":0.6353023045663314,"score_spread":0.1396509541141305,"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."}}