{"id":"W148702947","doi":"10.1186/cc12306","title":"Association between red blood cell transfusions and clinical outcome in critically ill children","year":2013,"lang":"en","type":"article","venue":"Critical Care","topic":"Erythrocyte Function and Pathophysiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Critically ill; Intensive care medicine; Red Blood Cell Transfusion; Critical illness; Red blood cell; Blood transfusion; Emergency medicine; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001640156,0.0001247666,0.000414213,0.00006522588,0.00006494782,0.00001791709,0.00004671653,0.0003592331,0.0006188396],"category_scores_gemma":[0.00313032,0.0001109818,0.0001238898,0.0001010128,0.0001251932,0.00004936909,0.00002995517,0.0005398006,0.0001118227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004635224,"about_ca_system_score_gemma":0.00003860223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006065368,"about_ca_topic_score_gemma":0.00001773465,"domain_scores_codex":[0.9985539,0.0001650869,0.000481717,0.0003203585,0.0001709029,0.0003080489],"domain_scores_gemma":[0.9981078,0.0008196587,0.00001980813,0.0001714923,0.0005720331,0.0003092435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001618096,0.0001518784,0.9972134,0.0000904334,0.00002064041,0.0000117435,0.0001005187,3.780159e-8,0.0006594835,0.0001155712,0.0003598891,0.001260254],"study_design_scores_gemma":[0.001928686,0.0005472897,0.9959731,0.00003066398,0.000366235,0.000009313615,0.0003612995,0.000009713744,0.0001194041,0.000271663,0.000261391,0.0001212871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840004,0.0001775059,0.0000455537,0.01146181,0.0001850891,0.0003403603,0.00003526895,0.00005697897,0.003696973],"genre_scores_gemma":[0.9940088,0.00004460594,0.0008155589,0.004422819,0.0003644471,0.00001895677,0.00006038614,0.0000168038,0.0002475552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100084,"threshold_uncertainty_score":0.677586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046151054695952,"score_gpt":0.338723081799249,"score_spread":0.3082615712522895,"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."}}