{"id":"W4309950432","doi":"10.1111/vox.13382","title":"Blood component ratios in children with non‐traumatic life‐threatening bleeding","year":2022,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Interquartile range; Blood product; Prospective cohort study; Pediatrics; Epidemiology; Blood transfusion; Fresh frozen plasma; Platelet transfusion; Platelet; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004038525,0.0002387702,0.0004197315,0.0003837803,0.0002472627,0.00003876341,0.0001623061,0.00005295857,0.0002961713],"category_scores_gemma":[0.0001005294,0.0002233462,0.00007578917,0.0007187019,0.00005637501,0.0001127082,0.00009318689,0.0004373088,0.00003027256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544395,"about_ca_system_score_gemma":0.0001662842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002813412,"about_ca_topic_score_gemma":0.00006393602,"domain_scores_codex":[0.9979613,0.00009038094,0.0004661642,0.0004229553,0.0006542633,0.0004048926],"domain_scores_gemma":[0.9991482,0.00007908417,0.0001701554,0.0003557169,0.00006505632,0.0001817559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003415179,0.0007116597,0.9697628,0.0001155704,0.0003441599,0.0001824932,0.007853852,0.000792517,0.01059331,0.00009507989,0.0004577781,0.008749243],"study_design_scores_gemma":[0.006783525,0.0009874854,0.9825111,0.0002051683,0.0003616028,0.0004002462,0.003899626,0.001187348,0.00312183,0.0000325535,0.0001644892,0.000345038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956053,0.0004530026,0.0001732775,0.0007961103,0.0001345862,0.001077101,0.00002367935,0.0001409394,0.001595925],"genre_scores_gemma":[0.9960211,0.00001528135,0.002778569,0.0004860773,0.0001519405,0.0002269681,0.0001553748,0.00006314869,0.0001015337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274827,"threshold_uncertainty_score":0.9107793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839174737889572,"score_gpt":0.2538533563445968,"score_spread":0.2354616089657011,"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."}}