{"id":"W2094543351","doi":"10.12927/hcq..16515","title":"A Toolkit to Facilitate the Implementation of Clinical Practice Guidelines in Healthcare Settings","year":2002,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Best practice; Process management; Implementation research; Health care; Clinical Practice; Medicine; Medical education; Nursing; Business; Political science; Psychological intervention","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006862542,0.0002379969,0.0007034313,0.0001925938,0.000110722,0.00002986897,0.0002013336,0.0001658872,0.0002384329],"category_scores_gemma":[0.009807037,0.0001879441,0.0002006181,0.0007184851,0.0000674229,0.0004190358,0.0000371996,0.0007016232,0.0001884297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001638854,"about_ca_system_score_gemma":0.0004966646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03507243,"about_ca_topic_score_gemma":0.01286339,"domain_scores_codex":[0.9915371,0.001093262,0.005328713,0.00060809,0.0008786967,0.0005541608],"domain_scores_gemma":[0.9924774,0.002869481,0.001068601,0.0007566038,0.002434456,0.0003935136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004428327,0.0001889905,0.0311674,0.0002969682,0.00004234093,0.00003628796,0.007343648,0.000002234513,0.00004059428,0.0004203792,0.05276499,0.9072533],"study_design_scores_gemma":[0.007556887,0.01449148,0.2409149,0.0005046898,0.0002181652,0.000270763,0.1080638,0.0008791047,0.00003484779,0.0005767161,0.6260023,0.0004864047],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2569397,0.0005525438,0.0003751049,0.7392651,0.0004767824,0.002059874,0.00008588067,0.00005555498,0.0001894177],"genre_scores_gemma":[0.8671184,0.0002723305,0.02000971,0.1115522,0.0005795785,0.0001514965,0.00006773364,0.00003800168,0.0002104813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.906767,"threshold_uncertainty_score":0.9985338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4084945219704391,"score_gpt":0.5813075572380526,"score_spread":0.1728130352676135,"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."}}