{"id":"W4225260157","doi":"10.4103/efh.efh_144_19","title":"Strengthening the feedback culture in a postgraduate residency program","year":2021,"lang":"en","type":"article","venue":"Education for Health","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Medical Council of Canada","funders":"","keywords":"Faculty development; Continuing education; Higher education; Control (management)","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":[0.006242558,0.0002514681,0.0003545126,0.0003715554,0.002216041,0.0008921968,0.0008455958,0.0005036326,0.00164812],"category_scores_gemma":[0.01118818,0.0002674387,0.000285614,0.0003564865,0.0007186285,0.0005693429,0.001376316,0.0009582621,0.0001918971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759185,"about_ca_system_score_gemma":0.007564211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275564,"about_ca_topic_score_gemma":0.006583416,"domain_scores_codex":[0.9957046,0.002379639,0.0001468653,0.0002405728,0.0008809501,0.0006473515],"domain_scores_gemma":[0.9915417,0.002092076,0.001175055,0.000382912,0.0009893619,0.003818951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002750614,0.06939249,0.2256217,0.002068484,0.0001204927,0.0008891225,0.07033586,0.0008160405,0.01304202,0.0003699041,0.003817908,0.6107754],"study_design_scores_gemma":[0.0008374361,0.1162428,0.7981166,0.0009491937,0.0001930176,0.0008253717,0.05347912,0.0009797083,0.01170314,0.0003301551,0.01619914,0.0001443848],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987778,0.0001163097,0.0001786543,0.0002592251,0.00001873272,0.0001517823,0.00001003488,0.00001388908,0.0004734937],"genre_scores_gemma":[0.9972578,0.0002062487,0.001742093,0.0001758668,0.00002251741,0.000162065,0.00001633586,0.000002408249,0.000414837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006242558,"threshold_uncertainty_score":0.03301418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462846549630538,"score_gpt":0.540665594555805,"score_spread":0.3943809395927512,"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."}}