{"id":"W2535174789","doi":"10.1097/ta.0000000000001294","title":"Massive transfusion in pediatric trauma","year":2016,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Sick child; Medicine; University hospital; Family medicine; Emergency department; Pediatrics; Emergency medicine; Medical emergency; Psychiatry","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":[0.001172377,0.0001821244,0.0003256301,0.001038594,0.0004739024,0.0007544499,0.0002511578,0.0004267254,0.001672991],"category_scores_gemma":[0.007421938,0.0001513455,0.0001656504,0.001488285,0.0004648647,0.0009348299,0.0003761151,0.001112698,0.0001192116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008412492,"about_ca_system_score_gemma":0.001246031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00224925,"about_ca_topic_score_gemma":0.003006473,"domain_scores_codex":[0.9991459,0.000445001,0.0001357529,0.00005456227,0.0001573247,0.00006138896],"domain_scores_gemma":[0.9969717,0.001540742,0.0009505918,0.00007206877,0.000193771,0.0002712304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006593229,0.0003198774,0.8545026,0.001886269,0.0001957259,0.01434919,0.00306697,0.0001688902,0.0003130902,0.003577053,0.01289919,0.1080617],"study_design_scores_gemma":[0.00008423068,0.0008827792,0.8827175,0.004572903,0.0002740244,0.06998849,0.009784148,0.0004167962,0.0003814738,0.003277706,0.02758873,0.00003123647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7200962,0.2508845,0.0003535872,0.01217951,0.0008020028,0.00007276698,0.0001865601,0.000009524691,0.01541536],"genre_scores_gemma":[0.9365091,0.06069342,0.0002956332,0.0009994268,0.001052802,0.00002677642,0.0000687555,0.000002834908,0.0003513733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00224925,"threshold_uncertainty_score":0.006200194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168733111483145,"score_gpt":0.3094736508426821,"score_spread":0.2926003396943676,"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."}}