{"id":"W7117131388","doi":"10.3138/jvme-2024-0163","title":"A Low-Cost Sonographic Canine Simulator for Pericardiocentesis Training","year":2025,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Confidence interval; Pericardiocentesis; Likert scale; Wilcoxon signed-rank test; Pericardial effusion; Catheter","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002095634,0.0005436606,0.000321691,0.0003994667,0.0002556096,0.0005041007,0.001075991,0.0006476439,0.00759803],"category_scores_gemma":[0.003212504,0.0002589034,0.0004726228,0.0001554425,0.0003560353,0.0004524688,0.001128667,0.0006394321,0.001801142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003637197,"about_ca_system_score_gemma":0.001314008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000614672,"about_ca_topic_score_gemma":0.001698917,"domain_scores_codex":[0.9993092,0.0002989247,0.00003979707,0.00007630044,0.0002018802,0.0000739009],"domain_scores_gemma":[0.9981534,0.0005577056,0.0001522333,0.0001935738,0.0002786195,0.0006644345],"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":[0.005896133,0.04327706,0.09637944,0.002813401,0.000221662,0.002637027,0.004873572,0.0362549,0.3137739,0.003533096,0.02237291,0.4679669],"study_design_scores_gemma":[0.003926699,0.2318092,0.2155311,0.001309949,0.0006235584,0.0148453,0.006658957,0.1606622,0.1025909,0.004873883,0.2564501,0.0007182343],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222012,0.0004826783,0.06361958,0.0009457578,0.0003020247,0.002421503,0.0006501648,0.0007130829,0.008664136],"genre_scores_gemma":[0.8291333,0.0008407629,0.1579894,0.0004847639,0.0001528096,0.002317769,0.001386553,0.00007993499,0.007614637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00759803,"threshold_uncertainty_score":0.02541798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05106775760777919,"score_gpt":0.3932351932750123,"score_spread":0.3421674356672331,"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."}}