{"id":"W3093199998","doi":"10.3138/jvme-2019-0112","title":"Simulated Clinical Skills for Veterinary Students Supplement Limited Animal and Clinical Resources in Developing Countries","year":2020,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Competence (human resources); Veterinary education; Veterinary medicine; Skills management; Medicine; Psychology; 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":[0.003026452,0.0003188733,0.0002446537,0.0005436984,0.002789123,0.002728846,0.001053751,0.001213721,0.01587148],"category_scores_gemma":[0.004064691,0.0003357023,0.0002770157,0.000480395,0.001237705,0.001048321,0.004355193,0.001589037,0.002341277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00251797,"about_ca_system_score_gemma":0.01694765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004661117,"about_ca_topic_score_gemma":0.0187259,"domain_scores_codex":[0.9983687,0.0008282131,0.00006153492,0.00007571061,0.0001689028,0.0004969452],"domain_scores_gemma":[0.9953308,0.0005764958,0.0004289523,0.0001418874,0.0004736819,0.003048283],"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":[0.001040874,0.02367171,0.3259073,0.003086773,0.00004555259,0.00478963,0.0655672,0.002743854,0.0213067,0.0120937,0.03734656,0.5024002],"study_design_scores_gemma":[0.0004936327,0.02309068,0.4185174,0.004819329,0.00005998673,0.005655707,0.2495948,0.003700991,0.01134538,0.007079255,0.275455,0.0001877469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660054,0.001422788,0.001627977,0.00966466,0.0001613489,0.0005058051,0.0001667653,0.00006019764,0.02038513],"genre_scores_gemma":[0.9733233,0.002240649,0.00851976,0.002270414,0.00008493362,0.0004327741,0.0001502592,0.00001604364,0.01296185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01587148,"threshold_uncertainty_score":0.05309546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5012613226152767,"score_gpt":0.6336410197493537,"score_spread":0.132379697134077,"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."}}