{"id":"W2133139863","doi":"10.12927/cjnl.2005.17034","title":"Changing Nursing Practice: Evaluating the Usefulness of a Best-Practice Guideline Implementation Toolkit","year":2005,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Best practice; Guideline; Resource (disambiguation); Nursing; Steering committee; Health care; Quality (philosophy); Plan (archaeology); Medical education; Medicine; Psychology; Process management; Computer science; Engineering management; Business; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00825314,0.0002889966,0.0004147461,0.000294648,0.0003880733,0.0000958044,0.000220685,0.0001489324,0.0004626046],"category_scores_gemma":[0.01810713,0.0002486124,0.0001769579,0.000864777,0.0002658954,0.001660905,0.00002911595,0.0006932478,0.00007683328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007212668,"about_ca_system_score_gemma":0.0005322972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001132688,"about_ca_topic_score_gemma":0.00001740297,"domain_scores_codex":[0.9945285,0.0008496714,0.002048704,0.0005000299,0.00134966,0.0007234851],"domain_scores_gemma":[0.9918013,0.004428892,0.001467034,0.0006473375,0.001502574,0.0001529174],"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":[0.001631192,0.001155747,0.0001210092,0.00007064161,0.0001610136,0.000009667016,0.02399377,0.0005629359,0.005892213,0.001124487,0.009019998,0.9562573],"study_design_scores_gemma":[0.007317468,0.002636306,0.0006877451,0.002107193,0.004932771,0.001129788,0.9101235,0.02085429,0.009827848,0.0005678571,0.03924593,0.0005693432],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1292493,0.001413697,0.06966886,0.7870408,0.001404651,0.002573248,0.00001732576,0.0002189326,0.008413222],"genre_scores_gemma":[0.8803127,0.00002121361,0.0974976,0.01965664,0.002045074,0.000039637,0.000167344,0.00007773231,0.0001820681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.955688,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6293778249208662,"score_gpt":0.5747343797828456,"score_spread":0.05464344513802066,"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."}}