{"id":"W2145469936","doi":"10.1186/cc10458","title":"Red blood cell transfusion and outcomes in patients with acute lung injury, sepsis and shock","year":2011,"lang":"en","type":"article","venue":"Critical Care","topic":"Blood transfusion and management","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Odds ratio; Septic shock; Sepsis; Confidence interval; Blood transfusion; Randomization; Shock (circulatory); Internal medicine; Anesthesia; Randomized controlled trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035427,0.0002117755,0.0003932697,0.0002842471,0.0002144966,0.0005104817,0.0001699288,0.0002924711,0.001550424],"category_scores_gemma":[0.002835702,0.00007965333,0.0002988378,0.0004890726,0.0001750911,0.0002416225,0.0002754653,0.0005687799,0.000143819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000205724,"about_ca_system_score_gemma":0.0004430959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006260722,"about_ca_topic_score_gemma":0.000829871,"domain_scores_codex":[0.9994757,0.0002242476,0.00006078694,0.00007098009,0.00009437041,0.00007397491],"domain_scores_gemma":[0.9979618,0.000472403,0.0009945881,0.00007412402,0.000196131,0.00030097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00120204,0.0001539417,0.9938294,0.00005569552,0.000181818,0.00005678307,0.00003002159,0.0000974354,0.000176159,0.00003009182,0.0002550728,0.00393147],"study_design_scores_gemma":[0.0002161532,0.0009601664,0.9971835,0.00003525425,0.0001556287,0.0003115118,0.00006238327,0.0004192073,0.0001379778,0.00009443141,0.0004182011,0.000005522871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979747,0.001169871,0.00009469678,0.0002158252,0.00002698508,0.000009433727,0.0001858695,0.000003211969,0.0003194054],"genre_scores_gemma":[0.9991452,0.0002323503,0.00008996083,0.00009787448,0.00005582892,0.00001190542,0.0002715649,7.86448e-7,0.00009459055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001550424,"threshold_uncertainty_score":0.005475879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009772489450721412,"score_gpt":0.2543955964644491,"score_spread":0.2446231070137277,"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."}}