{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007084325,0.0006167523,0.00051457,0.004913914,0.0005866952,0.000813836,0.0008833362,0.0005796443,0.001503452],"category_scores_gemma":[0.00201863,0.0004084083,0.0004741396,0.005345367,0.0008279502,0.00112246,0.0006137497,0.0003872856,0.0005894363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005509833,"about_ca_system_score_gemma":0.0007257191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245311,"about_ca_topic_score_gemma":0.002262139,"domain_scores_codex":[0.9990768,0.0001140852,0.0003802887,0.0001657928,0.0001781954,0.00008481617],"domain_scores_gemma":[0.9980842,0.0005154458,0.001012153,0.00008589002,0.0001570771,0.0001453153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000275706,0.00009002331,0.7014408,0.003629106,0.0003262529,0.0637412,0.001733201,0.0003994369,0.001623099,0.0004134729,0.007568746,0.2187589],"study_design_scores_gemma":[0.00002838648,0.0002809074,0.5948272,0.004265422,0.0004810646,0.3563302,0.002723967,0.0003195173,0.001039744,0.0003461438,0.0392741,0.00008338747],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5073878,0.4843805,0.001269365,0.0005679051,0.0002020831,0.00008961986,0.0009304197,0.0001111052,0.005061184],"genre_scores_gemma":[0.7617977,0.2347757,0.0009743933,0.0003472392,0.0003249481,0.00005075329,0.00120661,0.00002581788,0.0004969653],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004913914,"threshold_uncertainty_score":0.0050295,"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."}}