{"id":"W4214632711","doi":"10.1093/milmed/usac032","title":"Videoconferencing for Large Animal Trauma Experiments During COVID-19: A Cross-Continent Experience","year":2022,"lang":"en","type":"article","venue":"Military Medicine","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Canadian Armed Forces; University of Toronto; Defence Research and Development Canada; Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Canadian Institute for Military and Veteran Health Research","keywords":"Videoconferencing; Coronavirus disease 2019 (COVID-19); Telemedicine; Medical emergency; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Computer science; Health care; Telecommunications; Pathology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0132574,0.0007089931,0.0002678743,0.0006723182,0.002264362,0.001961796,0.001813058,0.001571617,0.004342326],"category_scores_gemma":[0.007865186,0.0003186527,0.0005074092,0.0004047403,0.002695874,0.001276987,0.004290511,0.001821022,0.001102401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157279,"about_ca_system_score_gemma":0.002455001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002650418,"about_ca_topic_score_gemma":0.006800275,"domain_scores_codex":[0.9969695,0.001640745,0.0001477317,0.0003574233,0.0004885439,0.0003960581],"domain_scores_gemma":[0.9922145,0.001678736,0.0004320229,0.000661752,0.001274332,0.003738578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.003643338,0.01435029,0.1087241,0.002112069,0.0002735452,0.01986526,0.1672387,0.003417843,0.1355888,0.003590871,0.03224298,0.5089524],"study_design_scores_gemma":[0.0005317377,0.05631275,0.2816117,0.001662935,0.0002342524,0.04133169,0.1511789,0.005569683,0.05399564,0.003869834,0.402992,0.0007088486],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957135,0.002309202,0.01967145,0.003791519,0.0004820657,0.001133999,0.0003346722,0.0003316312,0.0148104],"genre_scores_gemma":[0.9232664,0.005291592,0.05789528,0.002491439,0.0004363262,0.001164879,0.0008385756,0.000190897,0.008424677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0132574,"threshold_uncertainty_score":0.07011265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3443512932844941,"score_gpt":0.5619968063181657,"score_spread":0.2176455130336716,"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."}}