{"id":"W4281904985","doi":"10.1111/trf.16947","title":"Freeze‐dried plasma: From damage control resuscitation to coronavirus disease 2019 therapy","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Canadian Armed Forces; Royal Canadian Mint (Canada); St. Michael's Hospital; Royal Canadian Navy; Defence Research and Development Canada","funders":"","keywords":"Thromboelastometry; Medicine; Partial thromboplastin time; Fibrinogen; Prothrombin time; Antithrombin; Antibody; Bronchoalveolar lavage; Clotting time; Fresh frozen plasma; Clotting factor; Immunoassay; Immunology; Internal medicine; Heparin; Coagulation; Platelet; Lung","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":[0.0003505668,0.0002540141,0.0003490477,0.0002288781,0.0003994694,0.00003376845,0.0001970191,0.00006959473,0.001125354],"category_scores_gemma":[0.00008775148,0.0002574551,0.0001554079,0.0004586116,0.00004873111,0.0001577589,0.00003147587,0.0003585544,0.0001392586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456417,"about_ca_system_score_gemma":0.0001873682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009794493,"about_ca_topic_score_gemma":0.0002907326,"domain_scores_codex":[0.9974377,0.0002694562,0.0004200675,0.0006009758,0.0009246823,0.0003470794],"domain_scores_gemma":[0.9985773,0.0002564202,0.00008608912,0.0005505193,0.0001223527,0.0004073233],"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":[0.04212941,0.001317712,0.04477622,0.00006194475,0.0001650668,0.0003267685,0.007975795,0.002390687,0.674773,0.0003819237,0.004926346,0.2207751],"study_design_scores_gemma":[0.01773017,0.001213172,0.9471275,0.00007071831,0.0001907941,0.000004329071,0.0008510299,0.00184324,0.008308017,0.0005569007,0.0216971,0.0004069963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859636,0.0004781311,0.002994784,0.005778028,0.0008328172,0.002099702,0.001046956,0.000241458,0.0005644675],"genre_scores_gemma":[0.9950642,0.0002098557,0.000691239,0.002095549,0.0001908911,0.0002756829,0.001035386,0.0000684588,0.0003687305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9023513,"threshold_uncertainty_score":0.9999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345370005061353,"score_gpt":0.3007393341804257,"score_spread":0.2662023336742904,"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."}}