{"id":"W2579744316","doi":"10.1016/j.jclinepi.2016.12.012","title":"Questionnaires used to assess barriers of clinical guideline use among physicians are not comprehensive, reliable, or valid: a scoping review","year":2017,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Checklist; Guideline; Medicine; Psychological intervention; MEDLINE; Family medicine; Construct validity; Psychometrics; Clinical psychology; Nursing; Psychology; Pathology","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","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.1068405,0.001028808,0.03777469,0.0004782186,0.000174501,0.00004238871,0.001420996,0.002022031,0.0002511101],"category_scores_gemma":[0.8830464,0.0006872257,0.008042687,0.0005127424,0.001145022,0.0006750422,0.0005597039,0.005605443,0.00006311968],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686471,"about_ca_system_score_gemma":0.007818825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000250286,"about_ca_topic_score_gemma":0.0002413054,"domain_scores_codex":[0.9068806,0.02335582,0.0663284,0.001377242,0.001166254,0.0008917342],"domain_scores_gemma":[0.5810852,0.3014527,0.1052031,0.003120068,0.00678565,0.002353275],"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":[0.001465024,0.000601255,0.05424247,0.06867062,0.002056703,0.0004775934,0.00000794105,0.00004225369,1.589975e-7,0.00002750152,0.133272,0.7391365],"study_design_scores_gemma":[0.002007424,0.001739911,0.01154334,0.4382078,0.007107887,0.0002676015,0.00001990047,0.00004582804,1.095525e-7,0.00003912301,0.5386663,0.0003547395],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006351481,0.9657021,0.004813899,0.01677182,0.007429124,0.004423671,0.0001438821,0.00004764033,0.0000327573],"genre_scores_gemma":[0.00004748047,0.9231108,0.03843466,0.03253797,0.005364081,0.0000505264,0.0001218758,0.0001462162,0.0001863959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7762059,"threshold_uncertainty_score":0.9995579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9156172915366634,"score_gpt":0.7341161392490839,"score_spread":0.1815011522875795,"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."}}