{"id":"W4206243830","doi":"10.25011/cim.v44i4.37515","title":"Trauma Care During the COVID-19 Pandemic. A Canadian Survey","year":2021,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Trauma care; Medical emergency; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; 2019-20 coronavirus outbreak; Emergency medicine; Family medicine; Disease; Infectious disease (medical specialty); Virology; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001278066,0.0003107589,0.0002293514,0.001660463,0.003378773,0.001162606,0.0009445583,0.0006099525,0.004475462],"category_scores_gemma":[0.00418614,0.0004443746,0.0005317787,0.004965208,0.0006143979,0.0007031256,0.001142778,0.0009821708,0.0004425824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03195039,"about_ca_system_score_gemma":0.04500172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949915,"about_ca_topic_score_gemma":0.9961917,"domain_scores_codex":[0.9983316,0.0001382843,0.0001375147,0.0001391572,0.0007528758,0.000500668],"domain_scores_gemma":[0.9958186,0.0001725181,0.0009431888,0.00007388756,0.001851253,0.001140661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005669894,0.00007291252,0.9743516,0.0002881607,0.00003590309,0.0001371461,0.002843864,0.0001331119,0.0001583747,0.000193331,0.0119037,0.009825222],"study_design_scores_gemma":[0.000008039841,0.0000383207,0.9889672,0.0001051956,0.00001287037,0.00009096431,0.004915736,0.0001439306,0.00003841715,0.00001625326,0.00564463,0.00001843834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336183,0.0024485,0.0002903076,0.007614913,0.00009700393,0.0005950351,0.03582289,0.00004517775,0.0194678],"genre_scores_gemma":[0.986486,0.002906282,0.0005078106,0.002231665,0.00002779429,0.000137041,0.005474187,0.00001184167,0.002217375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03195039,"threshold_uncertainty_score":0.2318174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.405343159148197,"score_gpt":0.4224429076166634,"score_spread":0.0170997484684664,"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."}}