{"id":"W305499418","doi":"10.1007/bf03022251","title":"Massive transfusion and coagulopathy: pathophysiology and implications for clinical management","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":293,"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; Coagulation testing; Shock (circulatory); Coagulation; 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":[0.001154083,0.0002801122,0.0006677454,0.000669643,0.0005038665,0.0001225989,0.0001849016,0.0002282337,0.00001641796],"category_scores_gemma":[0.0001280188,0.0002535424,0.0002320724,0.0002587947,0.0003430815,0.0002305076,0.00000679345,0.0005021854,0.000001632839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351778,"about_ca_system_score_gemma":0.001374946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030682,"about_ca_topic_score_gemma":0.005436017,"domain_scores_codex":[0.9976276,0.0001374163,0.001079418,0.0003201218,0.000212789,0.0006227109],"domain_scores_gemma":[0.9967107,0.000191843,0.0005494385,0.0002086145,0.0006805301,0.001658925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001913308,0.0003330345,0.2979695,0.0006669314,0.0005374011,0.2969696,0.0018469,0.0001324735,0.001098904,0.01410993,0.02162296,0.362799],"study_design_scores_gemma":[0.00251668,0.00142715,0.5435211,0.0001794265,0.0003697352,0.4377851,0.0005394236,0.00002798212,0.00002161562,0.004803296,0.008582447,0.0002259922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779699,0.002977377,0.0003316288,0.01765472,0.0002205239,0.0005648188,0.00002316711,0.000009526045,0.0002483735],"genre_scores_gemma":[0.9930884,0.001522779,0.004031752,0.0003197028,0.0007581256,0.00001434397,0.00002553183,0.00005417372,0.0001852374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.362573,"threshold_uncertainty_score":0.9999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223493891764689,"score_gpt":0.2829956502606566,"score_spread":0.2606462610841877,"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."}}