{"id":"W4214584484","doi":"10.1097/pcc.0000000000002907","title":"Transfusion Ratios and Deficits in Injured Children With Life-Threatening Bleeding*","year":2022,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Resuscitation; Multicenter study; Clinical trial; Cardiopulmonary resuscitation; MEDLINE","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":[0.0004376044,0.0002597969,0.00052813,0.0005327239,0.0002573427,0.00001556681,0.00009752222,0.00008810638,0.0002355144],"category_scores_gemma":[0.001062928,0.0002138157,0.00004259378,0.001005747,0.0001858993,0.0001004885,0.00006772725,0.0006860529,0.00000303815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768817,"about_ca_system_score_gemma":0.000197012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002108776,"about_ca_topic_score_gemma":0.00008286812,"domain_scores_codex":[0.9974312,0.0001260011,0.0005020289,0.0005651411,0.0009391145,0.0004365651],"domain_scores_gemma":[0.9987397,0.0003822452,0.0000540427,0.0002227712,0.0002074685,0.0003938293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009812965,0.0001716462,0.968892,0.0004940146,0.00002135891,0.0001955056,0.006695213,0.00002208682,0.0005402396,0.0004392831,0.0002995789,0.02124781],"study_design_scores_gemma":[0.009192728,0.004254688,0.971379,0.0001189781,0.0009783502,0.0004143796,0.01273855,0.0001768114,0.0000974931,0.000119609,0.0001487595,0.0003806672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809864,0.009344239,0.0003577114,0.007447964,0.0002149619,0.0008620611,0.00003158032,0.0001191518,0.0006359788],"genre_scores_gemma":[0.9971934,0.000394636,0.0006303902,0.0006909734,0.00073088,0.0001277993,0.0001690298,0.00004847968,0.000014404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02086714,"threshold_uncertainty_score":0.8719152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795962104429913,"score_gpt":0.2883130686160704,"score_spread":0.2703534475717713,"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."}}