{"id":"W2105301230","doi":"10.1136/vr.102633","title":"Standardised clients as assessors in a veterinary communication OSCE: a reliability and validity study","year":2014,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Innovations in Medical Education","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Calgary","funders":"Zoetis","keywords":"Certification; Checklist; Objective structured clinical examination; Reliability (semiconductor); Scale (ratio); Rating scale; Construct validity; Medical education; Communication skills; Validity; Medicine; Psychology; Veterinary medicine; Psychometrics; Statistics; Mathematics; Clinical psychology; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06583452,0.0006597331,0.0006903543,0.001837479,0.001078713,0.001772873,0.001292062,0.00119314,0.001186771],"category_scores_gemma":[0.12224,0.0008388602,0.0008494282,0.001378158,0.001755318,0.002049811,0.003860225,0.001026099,0.0008828772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107248,"about_ca_system_score_gemma":0.002250226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002053333,"about_ca_topic_score_gemma":0.0039549,"domain_scores_codex":[0.9370202,0.03479384,0.006405004,0.003357003,0.01678867,0.001635329],"domain_scores_gemma":[0.896652,0.04769484,0.01093245,0.009886856,0.03262941,0.002204508],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005848183,0.0006896326,0.9394469,0.0001558532,0.0001177067,0.0001102655,0.01063802,0.0002369489,0.00242908,0.0002192903,0.000334793,0.04503674],"study_design_scores_gemma":[0.0002201843,0.006180677,0.9639611,0.0002893167,0.0002320078,0.0008581486,0.01293573,0.006186904,0.004755886,0.0003172726,0.003966955,0.00009579819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921324,0.0001859225,0.004793684,0.00007495451,0.00004731228,0.0008056568,0.00007057514,0.00002670293,0.001862901],"genre_scores_gemma":[0.9917269,0.0001293395,0.006174083,0.00008607606,0.00003190171,0.0009459328,0.0001570783,0.00002720165,0.000721566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9341655,"threshold_uncertainty_score":0.3481704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06257616692878336,"score_gpt":0.396586882933842,"score_spread":0.3340107160050587,"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."}}