{"id":"W2006961580","doi":"10.3138/jvme.32.2.228","title":"Personal and Professional Development in Undergraduate Health Sciences Education","year":2005,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Professional development; Health professions; Faculty development; Set (abstract data type); Engineering ethics; Curriculum development; Medicine; Psychology; Pedagogy; Health care; Political science; Engineering","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":[0.009322569,0.0001710607,0.0002420957,0.001096267,0.003608114,0.005037736,0.0006720155,0.001292744,0.003194827],"category_scores_gemma":[0.01847104,0.0001974047,0.0001916444,0.0008285468,0.004741929,0.001707821,0.005617732,0.002391318,0.000476729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003996207,"about_ca_system_score_gemma":0.01447292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002161168,"about_ca_topic_score_gemma":0.004543924,"domain_scores_codex":[0.9928125,0.004271701,0.0003255654,0.0003075787,0.001578536,0.0007040526],"domain_scores_gemma":[0.9863805,0.004417976,0.0009805002,0.000697094,0.001477491,0.00604635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003694186,0.001121537,0.02797542,0.0008177631,0.000008527644,0.0004730307,0.05932917,0.0003536381,0.001114901,0.06748336,0.02349209,0.8177937],"study_design_scores_gemma":[0.00006955287,0.001297538,0.1285194,0.002839425,0.00002184681,0.003335817,0.0803284,0.001515373,0.00234635,0.08906484,0.6905686,0.00009282915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4985841,0.05451371,0.01694123,0.1471506,0.003114907,0.0006564889,0.00006441256,0.0003617017,0.2786129],"genre_scores_gemma":[0.9442886,0.01070065,0.01706757,0.006430114,0.0004172654,0.0001685104,0.00003993643,0.00002524415,0.02086216],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009322569,"threshold_uncertainty_score":0.04930305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.33993681570775,"score_gpt":0.5737830986725145,"score_spread":0.2338462829647646,"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."}}