{"id":"W2075568465","doi":"10.3138/jvme.37.4.395","title":"Assessment of First-Year Veterinary Students' Clinical Skills Using Objective Structured Clinical Examinations","year":2010,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Objective structured clinical examination; Generalizability theory; Blueprint; Medical education; Content validity; Reliability (semiconductor); Educational measurement; Curriculum; Face validity; Psychology; Medicine; Pedagogy; Psychometrics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006149494,0.0002237659,0.0008034555,0.0005147755,0.0001351352,0.00002738935,0.0005222299,0.0005710089,0.001249811],"category_scores_gemma":[0.01516993,0.0001898033,0.0003495682,0.0006132891,0.0006412919,0.0003033431,0.0001439888,0.002353182,0.000004858719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456473,"about_ca_system_score_gemma":0.005091019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001401218,"about_ca_topic_score_gemma":0.000003572351,"domain_scores_codex":[0.994132,0.0004667962,0.002849425,0.0003253074,0.001965718,0.000260687],"domain_scores_gemma":[0.9947808,0.0006395769,0.001666017,0.0005512985,0.001919139,0.0004431276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003717228,0.01293299,0.8467295,0.0003010195,0.0004080644,0.0001011626,0.0005948378,0.000002982147,0.002961604,0.000503999,0.00523688,0.1298552],"study_design_scores_gemma":[0.002587819,0.004525064,0.9770587,0.0007408279,0.0002790957,0.002647331,0.001131995,0.0006351796,0.00004087727,0.0001845735,0.0100055,0.0001630265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832485,0.00004776622,0.001908392,0.001506699,0.01253908,0.00041088,0.0000037442,0.000016203,0.0003187076],"genre_scores_gemma":[0.9221234,0.0001632509,0.07365411,0.000803517,0.003120443,0.00001256259,0.00002875898,0.00003223886,0.00006175981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1303292,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08296347939942489,"score_gpt":0.5382315791487925,"score_spread":0.4552680997493676,"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."}}