{"id":"W1922748934","doi":"10.1111/anae.13196","title":"Reconstituted whole blood plus fibrinogen for massive transfusion in trauma","year":2015,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Medicine; Fresh frozen plasma; Packed red blood cells; Resuscitation; Platelet; Fibrinogen; Whole blood; Blood transfusion; Intensive care medicine; Blood volume; Surgery; Emergency medicine; Anesthesia; 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":[0.0003802239,0.000524902,0.001013082,0.0006003641,0.00007696585,0.00004501809,0.000252185,0.001209087,0.00004068949],"category_scores_gemma":[0.0001491414,0.0005154996,0.0003203062,0.0004172624,0.0001339501,0.0001641918,0.00001712967,0.001104771,0.00009414779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004097561,"about_ca_system_score_gemma":0.0008013194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002087447,"about_ca_topic_score_gemma":0.000249602,"domain_scores_codex":[0.9971005,0.0001307992,0.0007060303,0.0008184023,0.0005797673,0.0006645129],"domain_scores_gemma":[0.9985107,0.0001152063,0.000239393,0.0006575213,0.0003019579,0.0001752753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007970458,0.0002032613,0.002029342,0.001105086,0.0002327385,0.004455302,0.001438224,0.00003117161,0.0007732305,0.00005061001,0.8553517,0.1335323],"study_design_scores_gemma":[0.01021543,0.001474485,0.007266901,0.001238828,0.0009167576,0.0002824526,0.0002666324,0.00018303,0.002081141,0.0004756622,0.9747596,0.0008390448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3216718,0.002103447,0.0004364617,0.6616154,0.0008271203,0.006632139,0.0004352342,0.0003725318,0.005905775],"genre_scores_gemma":[0.1735059,0.001522115,0.02354515,0.7525304,0.01196951,0.002898318,0.02085346,0.001232038,0.01194312],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.148166,"threshold_uncertainty_score":0.9997296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04510709240047857,"score_gpt":0.2861007807885578,"score_spread":0.2409936883880792,"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."}}