{"id":"W2112958466","doi":"10.9778/cmajo.20140064","title":"The development of guideline implementation tools: a qualitative study","year":2015,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; McMaster University; University Health Network","funders":"University Health Network","keywords":"Guideline; Process (computing); Process management; Qualitative research; Computer science; Knowledge management; Medical education; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.02259707,0.00009482864,0.0002071755,0.00005673654,0.001078529,0.00004603874,0.0007659293,0.00002847533,0.000480945],"category_scores_gemma":[0.001788208,0.00006312496,0.00001373262,0.00038477,0.00005325004,0.0004143269,0.0006559105,0.0001433615,0.0003388066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003205708,"about_ca_system_score_gemma":0.004575389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003598989,"about_ca_topic_score_gemma":0.02620847,"domain_scores_codex":[0.9942002,0.002642448,0.001937933,0.0002121119,0.000569587,0.0004377185],"domain_scores_gemma":[0.9962237,0.001714112,0.000687463,0.000349535,0.0008180677,0.0002071475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003890859,0.00003119461,0.006994652,0.00000922899,0.00001574096,1.817114e-7,0.877157,6.319455e-7,0.00002535934,0.001111395,0.09456412,0.0200516],"study_design_scores_gemma":[0.001474281,0.0001096559,0.00969541,0.000008628815,0.000003842899,7.331986e-8,0.709969,0.000004849621,0.00006427088,0.0004619787,0.2781507,0.00005734326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584125,0.00001152278,0.003635291,0.01440971,0.0005830903,0.008317303,0.00006846313,0.00003445891,0.01452766],"genre_scores_gemma":[0.973757,0.000001202569,0.01818314,0.004821369,0.00008940035,0.001536703,0.00004095242,0.00001569851,0.001554496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1835866,"threshold_uncertainty_score":0.9915607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8999186184300703,"score_gpt":0.798779612484782,"score_spread":0.1011390059452882,"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."}}