{"id":"W6976550225","doi":"10.60692/y8mrv-10c80","title":"Assessment of the Quality of Recommendations from 161 Clinical Practice Guidelines Using the Appraisal of Guidelines for Research and Evaluation – Recommendations Excellence (AGREE-REX) Instrument Shows There Is Room for Improvement","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; McMaster University; University of Ottawa","funders":"","keywords":"Credibility; Excellence; Quality (philosophy); Clinical Practice; Relevance (law); Scale (ratio); Quality management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.2562727,0.0008873555,0.003664842,0.01260235,0.001547212,0.003133364,0.002377444,0.00298632,0.002098047],"category_scores_gemma":[0.4136712,0.001203349,0.006232343,0.007318756,0.001821931,0.004119956,0.005827859,0.002854809,0.0005168038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003975941,"about_ca_system_score_gemma":0.01190403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002019788,"about_ca_topic_score_gemma":0.00561718,"domain_scores_codex":[0.7013335,0.1378254,0.1016226,0.004499726,0.05249915,0.002219722],"domain_scores_gemma":[0.4420205,0.3733861,0.08480402,0.01117313,0.08346231,0.005154001],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002226806,0.001091686,0.4926168,0.03842935,0.01017717,0.0004476845,0.01590489,0.003379346,0.003098271,0.002184235,0.02298119,0.4074626],"study_design_scores_gemma":[0.0028917,0.008302108,0.8203017,0.04557848,0.008342515,0.002140962,0.02844591,0.01736947,0.00633414,0.01168204,0.04747546,0.001135455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.860997,0.02733853,0.04516893,0.0142626,0.001182481,0.02145989,0.008859978,0.000629054,0.02010147],"genre_scores_gemma":[0.7343922,0.008174948,0.2352814,0.001735644,0.0002052813,0.01500454,0.004517823,0.00008579584,0.000602347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7437273,"threshold_uncertainty_score":0.9171481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8109783776402958,"score_gpt":0.639934734810647,"score_spread":0.1710436428296488,"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."}}