{"id":"W1970160771","doi":"10.3138/jvme.1114-114r","title":"Development and Evaluation of Two Canine Low-Fidelity Simulation Models","year":2015,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fidelity; Intubation; Checklist; Objective structured clinical examination; Medicine; Urinary catheter; Urinary system; Physical therapy; Medical physics; Psychology; Anesthesia; Medical education; Computer science; Internal medicine","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":[0.004692834,0.0005557429,0.0005394719,0.0006279803,0.0002560587,0.0005987404,0.001478181,0.0006598639,0.001516117],"category_scores_gemma":[0.01225644,0.0004142972,0.0005380484,0.0002021927,0.0004172499,0.0006214506,0.001017022,0.0005474297,0.0002096643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007440786,"about_ca_system_score_gemma":0.001329367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265379,"about_ca_topic_score_gemma":0.001680269,"domain_scores_codex":[0.9977246,0.001096245,0.0001930945,0.0001776219,0.000650867,0.0001576715],"domain_scores_gemma":[0.9935185,0.002945627,0.0006438741,0.0007368693,0.001231158,0.0009239803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01284707,0.08418993,0.09434619,0.002440856,0.0005303402,0.0007925219,0.006383361,0.1039168,0.1877449,0.0024359,0.002198607,0.5021736],"study_design_scores_gemma":[0.004425513,0.2777228,0.1455906,0.0008983583,0.001295061,0.001809225,0.003230741,0.3365832,0.1969217,0.001109668,0.0298633,0.0005497737],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715024,0.0001119404,0.02581962,0.00007365875,0.00003982826,0.001456037,0.00008317135,0.0001336695,0.000779718],"genre_scores_gemma":[0.8974142,0.0003489182,0.09822118,0.00005628613,0.00001342011,0.00226881,0.0004606288,0.00003312149,0.001183495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004692834,"threshold_uncertainty_score":0.02481842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3530574337953343,"score_gpt":0.5258693893827325,"score_spread":0.1728119555873982,"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."}}