{"id":"W4210293275","doi":"10.1016/j.injury.2022.01.047","title":"Clinical practice guidelines: The good, the bad, and the ugly","year":2022,"lang":"en","type":"review","venue":"Injury","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Trustworthiness; Clinical Practice; Quality (philosophy); Best practice; Face (sociological concept); Health care; Medicine; Psychology; Risk analysis (engineering); Computer science; Internet privacy; Nursing; Political science; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0306048,0.0004458025,0.001687046,0.00005841519,0.0005881737,0.0001373785,0.0008190601,0.0002757654,0.0009550412],"category_scores_gemma":[0.1700705,0.0001682793,0.0009829856,0.0005291947,0.0007386046,0.000186491,0.0008875721,0.003364002,0.000229907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076785,"about_ca_system_score_gemma":0.001372345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003028632,"about_ca_topic_score_gemma":0.00002366834,"domain_scores_codex":[0.9881855,0.004769332,0.004963824,0.0006583273,0.001080158,0.0003428409],"domain_scores_gemma":[0.8992593,0.09419367,0.003203823,0.002465653,0.0007101101,0.000167459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002991065,0.00006778838,0.000006045254,0.0003609871,0.0004458144,0.00001777477,0.0000515551,9.038334e-8,8.549229e-9,0.0009078288,0.1920725,0.8057705],"study_design_scores_gemma":[0.001262914,0.0002579491,0.0000125301,0.0007589562,0.00928845,0.0007423292,0.001290463,0.00002961731,1.109887e-8,0.0002179847,0.9859517,0.0001871346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002727824,0.8710846,0.00005406482,0.1194873,0.001762524,0.003371664,0.00007177564,0.00005153121,0.004113812],"genre_scores_gemma":[0.000003134514,0.9302365,0.00114909,0.06315167,0.003546247,0.0005099556,0.0001353114,0.00008355545,0.001184608],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8055834,"threshold_uncertainty_score":0.9999582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4934298005401734,"score_gpt":0.6293270114253693,"score_spread":0.1358972108851959,"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."}}