{"id":"W4401643747","doi":"10.1097/xeb.0000000000000455","title":"Knowledge mapping of barriers and strategies for clinical practice guideline implementation: a bibliometric analysis","year":2024,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Bibliometrics; Knowledge translation; Promotion (chess); Library science; Medical education; Political science; Medicine; Knowledge management; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.04578957,0.00111496,0.004559013,0.2146965,0.002504483,0.01047733,0.002036082,0.001291171,0.005098604],"category_scores_gemma":[0.2607113,0.0008433436,0.005442188,0.294111,0.002059072,0.008653606,0.007096156,0.001014646,0.0007084926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006276421,"about_ca_system_score_gemma":0.01551752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008774828,"about_ca_topic_score_gemma":0.007698823,"domain_scores_codex":[0.934173,0.02004707,0.01834329,0.003973382,0.0219744,0.001488797],"domain_scores_gemma":[0.7438857,0.1871907,0.0320746,0.00861131,0.02686974,0.001368006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005322474,0.00021535,0.4443707,0.07774257,0.008779987,0.0004190432,0.01679138,0.003958197,0.001027551,0.01174546,0.01373669,0.4206808],"study_design_scores_gemma":[0.0003396142,0.0006080994,0.7608775,0.04189365,0.01719141,0.001495047,0.04120563,0.0186628,0.002475028,0.02400674,0.0907863,0.0004581301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.720895,0.1039418,0.02982553,0.01072665,0.0004302411,0.00779002,0.07466838,0.001096571,0.05062589],"genre_scores_gemma":[0.9060698,0.03356034,0.03593231,0.0002941262,0.0002662459,0.004791138,0.01782471,0.0001299072,0.001131452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7853035,"threshold_uncertainty_score":0.2421613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3400158223403134,"score_gpt":0.6341378415654032,"score_spread":0.2941220192250898,"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."}}