{"id":"W2968465470","doi":"10.1016/j.jcjo.2019.07.004","title":"Competency-based medical education in ophthalmology residency training: a review","year":2019,"lang":"en","type":"review","venue":"Canadian Journal of Ophthalmology","topic":"Innovations in Medical Education","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Blueprint; Curriculum; Medical education; Modalities; Medicine; Residency training; Training (meteorology); Work (physics); Psychology; Engineering; Continuing education; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002785729,0.0004685958,0.003651869,0.002729842,0.00006153964,0.00001424096,0.0008219257,0.001230418,0.01397722],"category_scores_gemma":[0.009450817,0.0004030802,0.0005816621,0.001571349,0.0003880805,0.00008400435,0.00002115049,0.002655873,0.0001667368],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312768,"about_ca_system_score_gemma":0.3590905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006878246,"about_ca_topic_score_gemma":0.0000775681,"domain_scores_codex":[0.9947258,0.0007701407,0.002764149,0.0004411124,0.0006110643,0.0006877925],"domain_scores_gemma":[0.9956635,0.0003545709,0.001510734,0.0006908766,0.0008427087,0.0009376035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00002066857,0.0003373575,0.001204537,0.07922814,0.0002147035,0.05814168,0.0001216383,6.055055e-7,4.394476e-8,0.003352315,0.03097257,0.8264058],"study_design_scores_gemma":[0.000345209,0.0003745313,0.0002307093,0.1137496,0.0005436669,0.4699823,0.00004013067,0.000002240668,2.720229e-8,0.0002997081,0.4142243,0.0002075272],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002023707,0.9612663,0.000005098701,0.006521918,0.004033212,0.001090775,0.000008456742,0.000003867935,0.02686804],"genre_scores_gemma":[0.0003915509,0.9902607,0.004184894,0.002030805,0.0008686343,0.00009119996,0.0003195466,0.0001049257,0.001747792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8261982,"threshold_uncertainty_score":0.9998421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026300616321158,"score_gpt":0.4376354926420064,"score_spread":0.3350054310098906,"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."}}