{"id":"W2234600997","doi":"10.3138/jvme.0415-069r1","title":"Comparison of Two Clinical Teaching Models for Veterinary Emergency and Critical Care Instruction","year":2016,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Test (biology); Medicine; Wilcoxon signed-rank test; Medical education; Acute care; Perception; Psychology; Nursing; Health care; Curriculum; Pedagogy","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":[0.007062758,0.0004115377,0.0003098882,0.001136981,0.0007576715,0.001773089,0.001336492,0.000657413,0.002411931],"category_scores_gemma":[0.03239167,0.0003468425,0.0005363157,0.0005321301,0.0008085026,0.001052654,0.001999901,0.001111743,0.0007693282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002804432,"about_ca_system_score_gemma":0.004840264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350525,"about_ca_topic_score_gemma":0.003120056,"domain_scores_codex":[0.9918065,0.004383512,0.000418916,0.0004616608,0.002370488,0.0005590215],"domain_scores_gemma":[0.9800994,0.007567404,0.002434844,0.001244276,0.00271584,0.005938123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01390379,0.04319321,0.2028209,0.0009841095,0.0002149209,0.0003789128,0.01073044,0.005655927,0.01290199,0.003268717,0.005541571,0.7004055],"study_design_scores_gemma":[0.008054319,0.1968772,0.7092772,0.001153194,0.0002634605,0.002175937,0.01790025,0.01265888,0.01167259,0.003031899,0.03651806,0.0004170915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876292,0.0004285554,0.005301915,0.0005529574,0.0001854655,0.00135419,0.00005734314,0.00009004899,0.004400335],"genre_scores_gemma":[0.9672164,0.0006095106,0.02789614,0.0003674866,0.00006549745,0.002007993,0.0002596321,0.00002389452,0.001553398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007062758,"threshold_uncertainty_score":0.03735191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6444739298323215,"score_gpt":0.6781018604098709,"score_spread":0.03362793057754931,"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."}}