{"id":"W2091351332","doi":"10.1186/s12909-014-0252-7","title":"Impact of a competency based curriculum on quality improvement among internal medicine residents","year":2014,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Curriculum; Medicine; Medical education; Quality management; Self-assessment; Program evaluation; Family medicine; Psychology; Pedagogy; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002651482,0.0001463074,0.0003264748,0.0001744707,0.000167744,5.871163e-7,0.0002891224,0.000196646,0.003686551],"category_scores_gemma":[0.01686518,0.0001005524,0.0001029179,0.0002134259,0.0002090459,0.0000670064,0.00003126941,0.0004834842,0.0001091807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979086,"about_ca_system_score_gemma":0.005567482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007691823,"about_ca_topic_score_gemma":0.0008734861,"domain_scores_codex":[0.9961492,0.001113042,0.001050336,0.000267747,0.001124567,0.0002951228],"domain_scores_gemma":[0.9966218,0.001191826,0.0008705927,0.0004291836,0.0003078843,0.0005786439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009005284,0.0008185994,0.9724455,0.0003606016,0.00001462639,7.85781e-8,0.0009894648,0.00001319849,0.00007578764,0.003401429,0.01652342,0.005267244],"study_design_scores_gemma":[0.001680873,0.0006148118,0.9904439,0.002225888,0.00001923227,1.418885e-7,0.0008950873,0.002633715,0.00001569916,0.0006798896,0.0006947829,0.00009597195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645,0.00001885125,0.01892497,0.003828203,0.002408627,0.0006115005,0.000005021445,0.00004500824,0.009657863],"genre_scores_gemma":[0.9956858,0.00001251596,0.0003651245,0.002391912,0.0007160701,0.0001591321,0.0001441313,0.0000120142,0.0005133195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03118582,"threshold_uncertainty_score":0.998916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05692615500525868,"score_gpt":0.4945235087809814,"score_spread":0.4375973537757227,"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."}}