{"id":"W4391994040","doi":"10.3138/jvme-2023-0015","title":"Cross-Sectional Survey of Student and Faculty Experiences with Feedback and Assessment of Clinical Competency on Final Year Rotations at American Association of Veterinary Medical Colleges (AAVMC) Member Institutions","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Competence (human resources); Medical education; Psychological intervention; Medicine; Faculty development; Psychology; Veterinary medicine; Nursing; Professional development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0112218,0.0002211267,0.0004593197,0.001202561,0.0008523993,0.001397448,0.0005429252,0.0008239488,0.001347127],"category_scores_gemma":[0.03517935,0.0004270568,0.000350873,0.001198643,0.0006925275,0.001248371,0.001367565,0.001105116,0.0004757663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278905,"about_ca_system_score_gemma":0.002220517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004135366,"about_ca_topic_score_gemma":0.007981872,"domain_scores_codex":[0.9907449,0.003819798,0.001221925,0.0005194652,0.002315512,0.001378505],"domain_scores_gemma":[0.9544316,0.0131201,0.01695137,0.001118024,0.007731488,0.006647437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058879,0.0006445738,0.9811696,0.00005480277,0.00002882161,0.00008030495,0.006311991,0.00006709729,0.0004340665,0.0000194926,0.0005287818,0.01055444],"study_design_scores_gemma":[0.000008949823,0.001285818,0.9816163,0.00005181403,0.000009647782,0.0001576985,0.01536018,0.0002144689,0.0003304006,0.00001603829,0.0009268056,0.0000219029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993238,0.0000494238,0.00009035191,0.000133904,0.0000051169,0.00003448587,0.00008351923,0.000005163824,0.0002740784],"genre_scores_gemma":[0.9990476,0.0001196232,0.0002880324,0.0001914307,0.00000825401,0.00004456161,0.0001081141,0.000002607442,0.0001898975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112218,"threshold_uncertainty_score":0.05934721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6052394012239282,"score_gpt":0.657772792202576,"score_spread":0.05253339097864784,"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."}}