{"id":"W3196341251","doi":"10.1007/bf03018233","title":"Massive transfusion and coagulopathy: pathophysiology and implications for clinical management","year":2004,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Coagulopathy; Medicine; Hemostasis; Disseminated intravascular coagulation; Intensive care medicine; Hypothermia; Hydroxyethyl starch; Fresh frozen plasma; Platelet; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001732748,0.0006832623,0.002704201,0.001437322,0.0005971022,0.0001910511,0.0004028773,0.000706954,0.0000192135],"category_scores_gemma":[0.000279271,0.0005783328,0.0008638921,0.0004595408,0.0004881002,0.0002354137,0.00001490096,0.001372691,0.000003823841],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160971,"about_ca_system_score_gemma":0.007837298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003862249,"about_ca_topic_score_gemma":0.001744903,"domain_scores_codex":[0.9956682,0.0003147921,0.0022197,0.0005858218,0.0003045989,0.0009068879],"domain_scores_gemma":[0.9935061,0.0003701811,0.001588817,0.0003886772,0.0008007103,0.003345556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0001256963,0.00005393941,0.0003539976,0.006009953,0.0004191364,0.1000981,0.0003306563,0.000003079098,6.588961e-7,0.000863616,0.0008953567,0.8908458],"study_design_scores_gemma":[0.001896986,0.001772241,0.005471596,0.009289158,0.003027421,0.6711582,0.0002697878,0.000001494225,2.270413e-7,0.001417648,0.3052495,0.0004457253],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01350467,0.9796119,0.0001169368,0.004390854,0.0004491849,0.001744139,0.00008677411,0.00001252902,0.00008306611],"genre_scores_gemma":[0.002461439,0.9934743,0.002675259,0.0001478481,0.0008523618,0.00004742622,0.00007931524,0.0001425156,0.000119543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8904001,"threshold_uncertainty_score":0.9996668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04860768718969995,"score_gpt":0.335472389790387,"score_spread":0.286864702600687,"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."}}