{"id":"W4386928280","doi":"10.1503/cjs.98037","title":"A simple perfused cadaver model for damage control vascular surgery training","year":2023,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Cadaver; Pulsatile flow; Balloon; Aorta; Perfusion; Surgery; Radiology; Cardiology","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":[0.001993747,0.0005753727,0.0003834429,0.0003960036,0.0005774494,0.0007992096,0.0008654069,0.00257279,0.007956088],"category_scores_gemma":[0.001521248,0.0003024349,0.000394479,0.000214822,0.0009858035,0.0009226034,0.000493489,0.00262042,0.002768428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006028205,"about_ca_system_score_gemma":0.0005634387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005699671,"about_ca_topic_score_gemma":0.001511594,"domain_scores_codex":[0.9993185,0.0002292109,0.0000615256,0.00009777278,0.0002432438,0.00004983455],"domain_scores_gemma":[0.9989672,0.0003830107,0.00008870594,0.0002790904,0.0001569641,0.0001250316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003406962,0.003273677,0.005081071,0.001775823,0.0001544108,0.06337974,0.0007709494,0.00480477,0.6220236,0.02415155,0.1014462,0.1697313],"study_design_scores_gemma":[0.0009455989,0.02002686,0.008986955,0.0009037703,0.0002689294,0.2567444,0.0008291014,0.01471142,0.1749612,0.01027052,0.5110788,0.0002725645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3974157,0.03448686,0.2741023,0.07766934,0.02621178,0.005556424,0.003738354,0.00227909,0.1785402],"genre_scores_gemma":[0.7482719,0.02160367,0.1604358,0.02573936,0.003831802,0.002364008,0.002231087,0.0001810033,0.03534134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007956088,"threshold_uncertainty_score":0.02661574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1466824439730119,"score_gpt":0.2867134418846036,"score_spread":0.1400309979115917,"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."}}