{"id":"W2106707960","doi":"10.1186/1748-5908-6-26","title":"How can we improve guideline use? A conceptual framework of implementability","year":2011,"lang":"en","type":"article","venue":"Implementation Science","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":480,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Institute of Population and Public Health; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Guideline; Usability; Health informatics; Variety (cybernetics); Interpretability; Medicine; Resource (disambiguation); Process management; Knowledge management; Quality (philosophy); Management science; Computer science; Nursing; Engineering; Public health","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"category_scores_codex":[0.2489413,0.002400922,0.001708368,0.02221319,0.00954462,0.02106263,0.005845597,0.008724403,0.003093673],"category_scores_gemma":[0.2994481,0.001725662,0.003822139,0.01067826,0.07128633,0.03987379,0.01640452,0.008248135,0.0004015541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03310192,"about_ca_system_score_gemma":0.04525471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01301938,"about_ca_topic_score_gemma":0.006733477,"domain_scores_codex":[0.6907495,0.255682,0.01921907,0.009636744,0.01825302,0.006459597],"domain_scores_gemma":[0.5898508,0.3320993,0.02752133,0.01641777,0.02783667,0.006274181],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004980546,0.0002521993,0.009906025,0.002750764,0.0001954468,0.0002601554,0.08160333,0.002615962,0.0002789148,0.8311658,0.003268942,0.06765264],"study_design_scores_gemma":[0.0001989078,0.0004951323,0.007741391,0.009542824,0.000312965,0.0003751875,0.05491181,0.006248571,0.0005876013,0.8418322,0.07755635,0.0001970064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08264939,0.01645259,0.459882,0.3061599,0.0008592458,0.006305425,0.0004747628,0.0005542779,0.1266625],"genre_scores_gemma":[0.6351368,0.004120586,0.3454948,0.007205531,0.0002834754,0.006108781,0.000294909,0.0001162984,0.001238775],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7510587,"threshold_uncertainty_score":0.9261891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4326914451938181,"score_gpt":0.5562775333363108,"score_spread":0.1235860881424927,"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."}}