{"id":"W3112225011","doi":"10.21203/rs.3.rs-125408/v1","title":"Disseminated Intravascular Coagulation Immediately after Trauma Predicts a Poor Prognosis in Severely Injured Patients: A Sub-analysis of a Multicenter Prospective Study on Disseminated Intravascular Coagulation in Trauma","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Defence Medical Centre","funders":"","keywords":"Disseminated intravascular coagulation; Medicine; Coagulation; Prospective cohort study; Multicenter study; Intensive care medicine; Internal medicine; Radiology; Randomized controlled trial","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":[0.001693321,0.001008934,0.001176118,0.001042889,0.0007570169,0.001409928,0.0007152032,0.001124932,0.001890245],"category_scores_gemma":[0.00462572,0.0006484394,0.001331485,0.001889545,0.0006730087,0.001065823,0.001016469,0.001070901,0.0003771438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003471177,"about_ca_system_score_gemma":0.0005383734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003527709,"about_ca_topic_score_gemma":0.002372161,"domain_scores_codex":[0.9988515,0.0005045264,0.0001107222,0.0002560073,0.0001085559,0.0001685558],"domain_scores_gemma":[0.9964702,0.0009155096,0.000997424,0.0004863774,0.0003336784,0.0007967317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001156366,0.0001140392,0.9975179,0.000009657099,0.0002669104,0.00009537754,0.00009317122,0.0000251948,0.0002127279,0.00001112647,0.00006469595,0.0004327866],"study_design_scores_gemma":[0.00005745215,0.0002971254,0.998939,0.000004147533,0.0001248737,0.0001699409,0.000230317,0.00005595197,0.00003911859,0.00001292424,0.00006256692,0.000006667914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994428,0.0001579575,0.00003609379,0.00002718118,0.000006646072,0.000009461273,0.0002052632,0.000001253368,0.000113318],"genre_scores_gemma":[0.998777,0.000150106,0.00006237276,0.00004041631,0.00004135945,0.0000152989,0.0007313339,0.000004142875,0.0001780709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003527709,"threshold_uncertainty_score":0.00895524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055139786658995,"score_gpt":0.3708413589833939,"score_spread":0.330289961116804,"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."}}