{"id":"W1991209562","doi":"10.1016/j.tmrv.2013.04.004","title":"Transfusion Protocol to Support Massively Bleeding Patients: Descriptive Outcomes Based on Blood Components Transfused","year":2013,"lang":"en","type":"article","venue":"Transfusion Medicine Reviews","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Protocol (science); Medicine; Blood transfusion; Intensive care medicine; Emergency medicine; Internal medicine; Pathology","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":["insufficient_payload"],"category_scores_codex":[0.001433179,0.0008321414,0.00132513,0.001050303,0.00054283,0.0002199869,0.0006382957,0.0002097258,0.01570916],"category_scores_gemma":[0.0003887377,0.0005725931,0.0004221764,0.001480585,0.0001215208,0.001857759,0.00003391151,0.0005876218,0.002396208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005747021,"about_ca_system_score_gemma":0.00004405128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002789805,"about_ca_topic_score_gemma":0.0003643083,"domain_scores_codex":[0.9948618,0.0001764782,0.001736579,0.001052783,0.001463943,0.0007084196],"domain_scores_gemma":[0.9978677,0.0002422592,0.0004732749,0.000611607,0.0006018959,0.0002032376],"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":[0.002466234,0.01293484,0.2354943,0.006860824,0.0004003066,0.0000718628,0.003640675,0.0001282587,0.06142151,0.004043439,0.06423523,0.6083025],"study_design_scores_gemma":[0.03476356,0.002387125,0.1119827,0.003418408,0.001419813,0.000004850386,0.0007200199,0.00132995,0.000923481,0.000400199,0.8407377,0.001912194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.3989153,0.000133827,0.01709678,0.07712382,0.0031021,0.4020954,0.00004177678,0.001465154,0.1000258],"genre_scores_gemma":[0.4829154,0.006318234,0.005700093,0.1705621,0.00345054,0.3268326,0.0008714758,0.0008054252,0.002544147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7765025,"threshold_uncertainty_score":0.9996725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05956742486791846,"score_gpt":0.2986675194329393,"score_spread":0.2391000945650209,"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."}}