{"id":"W3206263443","doi":"10.1503/cjs.011020","title":"Trauma in northern Quebec, 2005–2014: epidemiologic features, transfers and patient outcomes","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill-Queen's University Press; Montreal General Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Major trauma; Blunt; Population; Injury prevention; Occupational safety and health; Blunt trauma; Epidemiology; Emergency medicine; Poison control; Demography; Trauma centre; Retrospective cohort study; Mortality rate; Pediatrics; Medical emergency; Environmental health; Surgery; Internal medicine","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":[0.0005153015,0.0003811493,0.0003083878,0.001628267,0.002268002,0.001316688,0.001232271,0.0004645541,0.00260648],"category_scores_gemma":[0.001743112,0.00025028,0.000412269,0.005303067,0.0009024278,0.0006421158,0.0009497744,0.0007780345,0.0002774881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0227217,"about_ca_system_score_gemma":0.01583492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9862314,"about_ca_topic_score_gemma":0.9904924,"domain_scores_codex":[0.9994414,0.00004884806,0.00005198465,0.00009641406,0.000156719,0.0002046141],"domain_scores_gemma":[0.9982395,0.00007373749,0.0005539811,0.00004358914,0.0006913692,0.0003977724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003233094,0.00003331765,0.9961766,0.00002833838,0.00003895439,0.0001243475,0.0003835569,0.00009460958,0.00004823179,0.00003191839,0.001197789,0.001810059],"study_design_scores_gemma":[0.000004558794,0.00001868603,0.9973201,0.00004336721,0.00001594297,0.0001260935,0.001553735,0.000180232,0.00001737083,0.00001499846,0.0006972655,0.000007586323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984178,0.001524822,0.0001731873,0.0006974275,0.00003278364,0.000103022,0.01033176,0.00001991718,0.002939015],"genre_scores_gemma":[0.9946637,0.0007663606,0.0001227857,0.0001445099,0.00001704882,0.00004313611,0.003491146,0.000005085554,0.00074613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0227217,"threshold_uncertainty_score":0.1648582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03796133161335111,"score_gpt":0.2581658633703013,"score_spread":0.2202045317569502,"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."}}