{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005902826,0.0001009693,0.0002123228,0.0001100166,0.0001523673,0.000003374941,0.00006290297,0.00003038422,0.0001962221],"category_scores_gemma":[0.00004719171,0.00009942855,0.00009879805,0.0001812876,0.00002804908,0.00002967856,0.00007710095,0.0001684512,0.00001045702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854655,"about_ca_system_score_gemma":0.000122392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00620505,"about_ca_topic_score_gemma":0.009947881,"domain_scores_codex":[0.9992544,0.00002654419,0.0001663618,0.0001985209,0.0001512865,0.0002028541],"domain_scores_gemma":[0.9997124,0.00002660773,0.00002910552,0.0001312122,0.00006272829,0.00003796291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004502317,0.0006306272,0.431631,0.0002343944,0.0004377681,0.00005811439,0.04454585,0.00001402077,0.0005708733,0.002905426,0.1335215,0.3809481],"study_design_scores_gemma":[0.001487254,0.0009559614,0.9238217,0.00002780066,0.00007268128,0.000009226597,0.007870202,0.000001797439,0.0004075558,0.0002894763,0.06486829,0.0001879832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833092,0.001628676,0.000007001654,0.0007688659,0.0003973975,0.0006393981,0.0004833458,0.00005806732,0.01270801],"genre_scores_gemma":[0.9974312,0.00002667148,0.0001115294,0.0007038406,0.0001142858,0.0003380649,0.0001883367,0.00001948774,0.001066651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4921908,"threshold_uncertainty_score":0.938022,"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."}}