{"id":"W4388605603","doi":"","title":"SAFE QI &ndash; a framework to overcome the challenges of implementing a quality improvement curriculum into a residency program","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Quality (philosophy); Engineering management; Psychology; Computer science; Medicine; Engineering; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04537225,0.001441237,0.0007146482,0.005145696,0.004187776,0.006781545,0.00436091,0.00306402,0.003642784],"category_scores_gemma":[0.02864696,0.001066385,0.001153877,0.002030691,0.005543634,0.005033259,0.010549,0.004365107,0.001256027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01670422,"about_ca_system_score_gemma":0.09042649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0487362,"about_ca_topic_score_gemma":0.09524595,"domain_scores_codex":[0.9708919,0.01742477,0.001985847,0.001324841,0.006181241,0.002191282],"domain_scores_gemma":[0.9689113,0.01140859,0.002464446,0.00115502,0.007805653,0.008254928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001890727,0.001752977,0.01558341,0.002665162,0.0001084009,0.0009803056,0.01636772,0.02948605,0.003061193,0.2357982,0.09468289,0.5993246],"study_design_scores_gemma":[0.0003819881,0.001736068,0.01596402,0.008489086,0.0001854964,0.0009406506,0.01421394,0.08482797,0.005030229,0.1117542,0.7559029,0.0005734239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02722749,0.003871415,0.828752,0.07235973,0.00144465,0.006724215,0.0004951553,0.005979082,0.05314626],"genre_scores_gemma":[0.06197398,0.001169608,0.9273274,0.002477779,0.0001196857,0.001856764,0.0003366636,0.0001361128,0.004602043],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0487362,"threshold_uncertainty_score":0.2399542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2865433755257769,"score_gpt":0.6485197576227932,"score_spread":0.3619763820970164,"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."}}