{"id":"W4289933624","doi":"10.1016/j.injury.2022.08.008","title":"Definitive Care for Severely Injured Children in Quebec","year":2022,"lang":"en","type":"article","venue":"Injury","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; McGill University Health Centre; Montreal Children's Hospital; McGill University","funders":"","keywords":"Medicine; Residence; Incidence (geometry); Logistic regression; Northern italy; Demography; Trauma center; Intensive care unit; Pediatrics; Mortality rate; Emergency medicine; Retrospective cohort study; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008390165,0.0003022351,0.0003661669,0.001371907,0.003688855,0.001387439,0.001156451,0.0008170358,0.005047528],"category_scores_gemma":[0.004065192,0.0002315877,0.0005260076,0.003222899,0.0007242343,0.0007727399,0.001102682,0.001509361,0.0003023271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03050864,"about_ca_system_score_gemma":0.03700111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9860209,"about_ca_topic_score_gemma":0.9956051,"domain_scores_codex":[0.9989547,0.0001774587,0.00007434602,0.0000665272,0.0001663181,0.0005606837],"domain_scores_gemma":[0.9968266,0.0004167203,0.0006878574,0.00005984995,0.001099575,0.0009093453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001136946,0.0001533401,0.9802135,0.0001676334,0.00004750686,0.0006502735,0.002221766,0.000319864,0.00008605688,0.0007851685,0.005242278,0.009998932],"study_design_scores_gemma":[0.00001759282,0.0001117264,0.9859013,0.0002832681,0.00002302985,0.0001809886,0.01007715,0.0001579582,0.0000489961,0.00007540295,0.003108845,0.00001367774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796624,0.004054719,0.0001401668,0.00266347,0.0001001176,0.00009364491,0.004605519,0.000009138768,0.008670871],"genre_scores_gemma":[0.9909503,0.002545807,0.0002513487,0.0007512909,0.00003695854,0.00006893658,0.001674581,0.000007035877,0.003713831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03050864,"threshold_uncertainty_score":0.2213567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539671886338034,"score_gpt":0.289860490526532,"score_spread":0.2744637716631516,"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."}}