{"id":"W2047518019","doi":"10.1378/chest.13-2993","title":"Applying New Strategies for the National Adaptation, Updating, and Dissemination of Trustworthy Guidelines","year":2014,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Guideline; Medicine; Context (archaeology); Presentation (obstetrics); Knowledge translation; Dissemination; Antithrombotic; Psychological intervention; Protocol (science); Medical education; Adaptation (eye); Alternative medicine; Nursing; Knowledge management; Surgery; Computer science; Psychology","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":[],"category_scores_codex":[0.6054399,0.001466535,0.002413486,0.01347991,0.007877572,0.02666798,0.01190617,0.01439953,0.01080065],"category_scores_gemma":[0.7645194,0.002715663,0.003026049,0.009860321,0.01078883,0.02722719,0.02705009,0.02569295,0.002625345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0300109,"about_ca_system_score_gemma":0.2023018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04252427,"about_ca_topic_score_gemma":0.05456733,"domain_scores_codex":[0.3772509,0.4502141,0.07695545,0.01647871,0.06916391,0.009936981],"domain_scores_gemma":[0.1326556,0.4645803,0.04845991,0.127447,0.2052758,0.0215815],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002166039,0.00174085,0.02561403,0.004000894,0.0006064502,0.0006998412,0.04734308,0.003024613,0.001777896,0.08501373,0.1422436,0.6877185],"study_design_scores_gemma":[0.001073185,0.001367745,0.06753276,0.04118705,0.0008494607,0.001674738,0.05470661,0.02008571,0.005348499,0.1856334,0.6191926,0.001348221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01840332,0.005547311,0.2230994,0.688172,0.007249296,0.01061618,0.0004462764,0.001528516,0.04493766],"genre_scores_gemma":[0.2092379,0.005324863,0.6939311,0.07208087,0.002690931,0.009508691,0.000941303,0.0006857199,0.005598567],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6054399,"threshold_uncertainty_score":0.4865629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2990367973746039,"score_gpt":0.5058369804985848,"score_spread":0.206800183123981,"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."}}