{"id":"W2900286392","doi":"10.1186/s12893-018-0427-y","title":"Crystalloid resuscitation in trauma patients: deleterious effect of 5L or more in the first 24h","year":2018,"lang":"en","type":"article","venue":"BMC Surgery","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Interquartile range; Injury Severity Score; Mechanical ventilation; Logistic regression; Trauma center; Retrospective cohort study; Odds ratio; Resuscitation; Poisson regression; Anesthesia; Emergency medicine; Surgery; Internal medicine; Poison control; Injury prevention; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535584,0.0001965947,0.0004673147,0.000473773,0.00005345443,0.00001896508,0.0001196852,0.0001221004,0.00003527488],"category_scores_gemma":[0.002318935,0.0001307093,0.0001291201,0.0008945614,0.00015893,0.0001615279,0.00002232208,0.0001571926,0.00001618745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001418953,"about_ca_system_score_gemma":0.0001198429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002008932,"about_ca_topic_score_gemma":0.002661477,"domain_scores_codex":[0.9978595,0.000328594,0.0006792341,0.000306115,0.0005056194,0.0003209252],"domain_scores_gemma":[0.9965882,0.002588151,0.0002078378,0.0004025446,0.0001600147,0.00005326102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00381585,0.000301779,0.9593193,0.0006390058,0.00001340446,0.00004584258,0.004354597,0.000009106201,0.0003954415,0.000004863316,0.001935562,0.02916523],"study_design_scores_gemma":[0.002385628,0.0006817456,0.9926865,0.000550403,0.00002947969,0.000009272239,0.0005947078,0.0001400668,0.001992005,0.00001755247,0.0007746026,0.0001380155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978173,0.0000839098,0.00004688938,0.000364107,0.0003699652,0.0009211888,0.00001448957,0.00003476545,0.0003473815],"genre_scores_gemma":[0.999066,0.00001514169,0.0002113816,0.000340521,0.0001236707,0.0001116651,0.00008428302,0.00003050474,0.00001681387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0333672,"threshold_uncertainty_score":0.5330171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02791440569210179,"score_gpt":0.2976789725157947,"score_spread":0.2697645668236929,"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."}}