{"id":"W4411330811","doi":"10.1513/annalsats.202501-097ps","title":"Clinical Practice Guidelines: Quality, Breadth, and Currency","year":2025,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Ottawa; McGill University; Ottawa Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Clinical Practice; Quality (philosophy); MEDLINE; Intensive care medicine; Family medicine","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":[0.232835,0.0007397055,0.002195943,0.02351447,0.002991856,0.02132492,0.003901594,0.007933523,0.006658014],"category_scores_gemma":[0.6576087,0.001397673,0.001024658,0.01783986,0.01021713,0.02351846,0.01056918,0.009869878,0.001125605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01395339,"about_ca_system_score_gemma":0.04178666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009197169,"about_ca_topic_score_gemma":0.01219639,"domain_scores_codex":[0.7315028,0.1444107,0.04447108,0.005981481,0.06944174,0.004192282],"domain_scores_gemma":[0.3108142,0.3888019,0.04390231,0.03116662,0.2007232,0.0245917],"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":[0.0001421961,0.0002794988,0.03953599,0.003078721,0.0003998998,0.0003267548,0.006533164,0.001933521,0.0004007966,0.2445471,0.08319874,0.6196237],"study_design_scores_gemma":[0.0003377367,0.0003846066,0.07755761,0.04091455,0.0005736741,0.002187561,0.0186647,0.007759704,0.0006552357,0.5472724,0.3033475,0.0003447391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02928118,0.08484621,0.05257923,0.7353998,0.007215301,0.0009699645,0.001080947,0.0004894913,0.08813787],"genre_scores_gemma":[0.7484403,0.0541437,0.1381462,0.0458815,0.006334906,0.001195194,0.001139456,0.0006250327,0.0040938],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7671649,"threshold_uncertainty_score":0.946051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6066405728081038,"score_gpt":0.6915750346965788,"score_spread":0.08493446188847498,"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."}}