{"id":"W4318922301","doi":"10.1097/ta.0000000000003848","title":"Variation in tracheostomy placement and outcomes following pediatric trauma among adult, pediatric, and combined trauma centers","year":2022,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Children's Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Pediatric trauma; Propensity score matching; Trauma center; Confidence interval; Odds ratio; Retrospective cohort study; Logistic regression; Injury Severity Score; Inverse probability weighting; Emergency medicine; Pediatrics; Poison control; Injury prevention; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002293712,0.0001878026,0.0002619839,0.0009743451,0.0003540075,0.0007046235,0.0006084748,0.0002948374,0.001277175],"category_scores_gemma":[0.008544092,0.0002086981,0.0005421731,0.001471278,0.0004588427,0.0005072293,0.0008630077,0.0005490117,0.0001466879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007446148,"about_ca_system_score_gemma":0.0007013565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008164755,"about_ca_topic_score_gemma":0.008391766,"domain_scores_codex":[0.9976451,0.0006183915,0.0003100856,0.0006036886,0.0004651931,0.0003575744],"domain_scores_gemma":[0.9913782,0.001274611,0.00560705,0.0004332664,0.0005589016,0.0007480392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001965532,0.000007359024,0.9990522,0.000004807148,0.00003698326,0.00002617976,0.0000395079,0.00007110995,0.00003499045,0.00002580846,0.00008347511,0.0005979268],"study_design_scores_gemma":[0.000002232037,0.00003250177,0.9991898,0.000007743648,0.00001698339,0.0002159009,0.0001616661,0.0002164289,0.00003940023,0.00002252274,0.00009187495,0.000002975868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998662,0.0002259325,0.0003238915,0.0000615439,0.000006658173,0.000008664861,0.0004096337,0.000005616393,0.0002961114],"genre_scores_gemma":[0.999427,0.00008756658,0.00009864999,0.00001585681,0.000006188068,0.000006200775,0.0003330803,0.000002589074,0.00002286257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008164755,"threshold_uncertainty_score":0.01623446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008893271322524775,"score_gpt":0.272868046263133,"score_spread":0.2639747749406082,"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."}}