{"id":"W2985144175","doi":"10.1007/s11606-019-05502-9","title":"A Theoretical Framework and Competency-Based Approach to Training in Guideline Development","year":2019,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; Health Sciences Centre; McMaster University","funders":"","keywords":"Guideline; Medicine; Process (computing); Medical education; Curriculum; Dreyfus model of skill acquisition; Knowledge acquisition; Knowledge management; Function (biology); Computer science; Psychology; Pedagogy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02718491,0.0007879189,0.0004663688,0.00492945,0.005450487,0.007748953,0.004648021,0.00560314,0.007203698],"category_scores_gemma":[0.03716924,0.0007233322,0.0008679003,0.002319951,0.01818615,0.005513775,0.005539066,0.005781074,0.0009144373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01505678,"about_ca_system_score_gemma":0.03673499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02142577,"about_ca_topic_score_gemma":0.02362021,"domain_scores_codex":[0.9781638,0.01549261,0.0009959966,0.001059557,0.003295743,0.0009922244],"domain_scores_gemma":[0.9593248,0.02930754,0.002070089,0.001423875,0.004937422,0.002936288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001149957,0.0003188587,0.001817915,0.0001982172,0.00001482356,0.0001562447,0.006954947,0.002097799,0.0001645797,0.9649693,0.003459493,0.0198363],"study_design_scores_gemma":[0.0001207422,0.0001435891,0.002773527,0.001371247,0.0000313659,0.0003757508,0.01243746,0.01724383,0.0008067838,0.9328067,0.03182939,0.00005974802],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02942332,0.0009616532,0.5951618,0.144461,0.0005549885,0.001635185,0.0001739919,0.0002791786,0.227349],"genre_scores_gemma":[0.4918378,0.000626065,0.4943138,0.005271008,0.0001473688,0.002427034,0.0001221158,0.00003638544,0.00521838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02718491,"threshold_uncertainty_score":0.1437693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3317261568334496,"score_gpt":0.6077905453577691,"score_spread":0.2760643885243195,"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."}}