{"id":"W2038028146","doi":"10.3310/hta8060","title":"Effectiveness and efficiency of guideline dissemination and implementation strategies","year":2004,"lang":"en","type":"review","venue":"Health Technology Assessment","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3054,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Health Technology Assessment Programme; National Institute for Health and Care Research","keywords":"Psychological intervention; Medicine; Guideline; MEDLINE; Systematic review; Audit; Randomized controlled trial; Intervention (counseling); Family medicine; Cochrane Library; Outreach; Nursing; Accounting","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":[0.2198503,0.002024056,0.009658447,0.01346497,0.0008414192,0.008402709,0.003197903,0.003976073,0.004601292],"category_scores_gemma":[0.5243649,0.001888123,0.01419305,0.01555411,0.002044096,0.009955256,0.004540259,0.003917215,0.0005369495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008851479,"about_ca_system_score_gemma":0.01522954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004174803,"about_ca_topic_score_gemma":0.005530342,"domain_scores_codex":[0.5561604,0.2983411,0.07277308,0.009869225,0.05959558,0.003260608],"domain_scores_gemma":[0.4463899,0.4389541,0.07661862,0.01120779,0.02433062,0.002498963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005983609,0.0008419729,0.01769657,0.2796915,0.04976804,0.0001235604,0.001166359,0.004406203,0.0003827017,0.00269152,0.004010753,0.6332371],"study_design_scores_gemma":[0.01608969,0.01569929,0.07644653,0.7163419,0.1151972,0.001077912,0.002911199,0.008661481,0.004269773,0.008289831,0.0345169,0.0004983758],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07758431,0.8744075,0.0103455,0.01077627,0.001394275,0.01064315,0.003001227,0.0003008662,0.01154692],"genre_scores_gemma":[0.6054934,0.3237539,0.04894897,0.003302783,0.0008431383,0.01489261,0.001659276,0.0001788991,0.0009269853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2198503,"threshold_uncertainty_score":0.9620635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2870312295922802,"score_gpt":0.7339176681174236,"score_spread":0.4468864385251435,"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."}}