{"id":"W1768106881","doi":"10.14740/jocmr2355w","title":"Benefits of Initial Limited Crystalloid Resuscitation in Severely Injured Trauma Patients at Emergency Department","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Resuscitation; Emergency department; Injury Severity Score; Packed red blood cells; Anesthesia; Demographics; Logistic regression; Blood transfusion; Emergency medicine; Surgery; Internal medicine; Poison control; Injury prevention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000690403,0.000171964,0.0003062778,0.0004349633,0.0002216921,0.0004938683,0.0002244403,0.000232757,0.00116722],"category_scores_gemma":[0.006818128,0.00006635505,0.0003148981,0.0005134054,0.0002573303,0.0003656472,0.0005517861,0.0007315243,0.00009330515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005476147,"about_ca_system_score_gemma":0.0009772941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270927,"about_ca_topic_score_gemma":0.0017775,"domain_scores_codex":[0.9995219,0.0001837964,0.00007380857,0.00004804052,0.0000825243,0.00008994678],"domain_scores_gemma":[0.9956318,0.0009826977,0.002429405,0.00006504564,0.0003436959,0.0005473364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001355876,0.0001083209,0.9684281,0.0002409968,0.0001064021,0.0004962977,0.0001367338,0.0004249912,0.0006413909,0.00007203103,0.000706326,0.02728268],"study_design_scores_gemma":[0.00004934855,0.001093489,0.9950191,0.0002381646,0.0001128374,0.001486935,0.0005364541,0.0004101174,0.0003052471,0.0001511394,0.0005870382,0.0000100531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952302,0.003111306,0.0001196702,0.0008100281,0.00002376496,0.00001266061,0.0001416473,0.000005387597,0.0005454186],"genre_scores_gemma":[0.9986271,0.0009121866,0.0001380332,0.00009056971,0.00003653067,0.000006127426,0.0001480719,0.000001012692,0.00004047539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001270927,"threshold_uncertainty_score":0.003973246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.322422014510988,"score_gpt":0.5298609703419224,"score_spread":0.2074389558309344,"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."}}