{"id":"W1926685310","doi":"10.1111/trf.13370","title":"Survival after ultramassive transfusion: a review of 1360 cases","year":2015,"lang":"en","type":"review","venue":"Transfusion","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Interquartile range; Blood transfusion; Retrospective cohort study; Blood product; Surgery; Transplantation","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00110989,0.0008844119,0.004463583,0.0004114456,0.00007018017,0.00001637761,0.0002797675,0.0006650956,0.001036412],"category_scores_gemma":[0.0003226009,0.0006731477,0.001534332,0.001135573,0.0001797817,0.0001433427,0.00002704375,0.0008475747,0.0001413417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002883993,"about_ca_system_score_gemma":0.001230886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001229237,"about_ca_topic_score_gemma":0.0001377448,"domain_scores_codex":[0.9946871,0.0006076142,0.001867601,0.0009148619,0.001419097,0.0005036884],"domain_scores_gemma":[0.9969329,0.0004303378,0.0004653926,0.001015,0.0007138246,0.0004425118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002397272,0.0002353479,0.00001501623,0.2770258,0.0001379366,0.0004049709,0.0002509306,5.08663e-8,0.00001353575,0.0000119412,0.0004820328,0.7211827],"study_design_scores_gemma":[0.001142737,0.0005631204,0.00008342381,0.2896172,0.005119851,0.000614292,0.00006273437,4.507091e-7,0.00002606085,0.000009068483,0.7022887,0.0004723893],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002346704,0.9901992,0.0001637499,0.0003161627,0.0008459027,0.004890236,0.0004764428,0.0001397131,0.002733935],"genre_scores_gemma":[0.00009412745,0.9972333,0.0003738555,0.0001907799,0.0003489423,0.0004190877,0.0008508454,0.0001719623,0.0003171306],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7207103,"threshold_uncertainty_score":0.9998768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08134787366231866,"score_gpt":0.3728329463502931,"score_spread":0.2914850726879745,"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."}}