{"id":"W1990458195","doi":"10.1111/j.1751-2824.2007.00086.x","title":"Coagulopathy of massive transfusion: pathophysiology and monitoring","year":2007,"lang":"en","type":"article","venue":"ISBT Science Series","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Coagulopathy; Medicine; Disseminated intravascular coagulation; Fresh frozen plasma; Hemostasis; Shock (circulatory); Packed red blood cells; Coagulation; Surgery; Intensive care medicine; Blood transfusion; Platelet; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006404069,0.0001210904,0.0002431705,0.0002250858,0.0001911244,0.00001741921,0.0001155501,0.0000642549,0.0000114647],"category_scores_gemma":[0.0002289297,0.0001041412,0.00003692001,0.0006877003,0.001390802,0.0004086292,0.00004476507,0.0001169004,0.000004133098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004919781,"about_ca_system_score_gemma":0.0001554639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003201736,"about_ca_topic_score_gemma":0.00002212292,"domain_scores_codex":[0.9986227,0.00001780081,0.0002765191,0.0003292812,0.0004227345,0.0003309931],"domain_scores_gemma":[0.9991788,0.00007929169,0.00009133206,0.0002264604,0.0002666588,0.0001575141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002868875,0.00003985903,0.04272392,0.00007728414,0.000004298149,0.00004205656,0.003557483,0.000003952403,0.890949,0.0007187615,0.00000606377,0.06159048],"study_design_scores_gemma":[0.0004068727,0.0004595331,0.5597841,0.00008261032,0.00001650808,0.00003941597,0.004515732,0.0000101512,0.4337284,0.0007411771,0.0001260372,0.00008955201],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99651,0.0003656138,0.0004809005,0.0006335798,0.000504725,0.0002302176,0.000004990655,0.00004469648,0.001225328],"genre_scores_gemma":[0.9944144,0.0002901086,0.005032356,0.00005681733,0.0001130008,0.000005127025,0.00000160002,0.000009482393,0.00007710448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5170601,"threshold_uncertainty_score":0.5124468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597165549101954,"score_gpt":0.296841376224179,"score_spread":0.2808697207331595,"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."}}