{"id":"W1970969615","doi":"10.1111/j.1741-6787.2007.00106.x","title":"Factors Influencing Best‐Practice Guideline Implementation: Lessons Learned from Administrators, Nursing Staff, and Project Leaders","year":2007,"lang":"en","type":"article","venue":"Worldviews on Evidence-Based Nursing","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":323,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; McMaster University","funders":"","keywords":"Guideline; Thematic analysis; Nursing; Implementation research; Context (archaeology); Best practice; Psychology; Organizational culture; Teamwork; Medicine; Qualitative research; Medical education; Public relations; Psychological intervention; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004149784,0.000592605,0.0007838738,0.0006265506,0.0004793202,0.0002069393,0.000207169,0.0002051658,0.0003312896],"category_scores_gemma":[0.007404762,0.0005486583,0.0002284723,0.001049682,0.0004460703,0.001560292,0.00002686741,0.0009167558,0.00003438757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307082,"about_ca_system_score_gemma":0.001480282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431505,"about_ca_topic_score_gemma":0.0005016795,"domain_scores_codex":[0.9934836,0.0005723336,0.002686329,0.001129967,0.001263589,0.0008641773],"domain_scores_gemma":[0.9904338,0.0064525,0.001265973,0.0007531866,0.0006099098,0.0004846296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00246724,0.001414698,0.006332203,0.0000768571,0.0001211716,0.0001040998,0.004633436,0.00005555002,0.007332081,0.0002191385,0.0121837,0.9650598],"study_design_scores_gemma":[0.01570154,0.01333552,0.02344145,0.03459278,0.006419281,0.0001516455,0.5716323,0.00157043,0.05337626,0.001340893,0.275472,0.002965871],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8188608,0.003437819,0.01907078,0.153335,0.001116259,0.002631913,0.00007504388,0.0002992455,0.001173143],"genre_scores_gemma":[0.9512568,0.0004205932,0.03894679,0.00788768,0.0008256578,0.00002384928,0.0004754133,0.0001085034,0.00005471972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9620939,"threshold_uncertainty_score":0.9996965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5159825249036293,"score_gpt":0.580352189399875,"score_spread":0.0643696644962457,"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."}}