{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003044469,0.0001204464,0.0002212445,0.00007594323,0.00004253423,0.00001014209,0.00002970406,0.00006626528,0.0001028414],"category_scores_gemma":[0.00001238189,0.00008791897,0.00002649634,0.00007162059,0.00007786034,0.00005476426,0.00002852885,0.0001265455,0.000001131951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000953277,"about_ca_system_score_gemma":0.0000100826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004552611,"about_ca_topic_score_gemma":0.00004615903,"domain_scores_codex":[0.9992718,0.00001912788,0.0001326348,0.0002413952,0.0001605491,0.0001745254],"domain_scores_gemma":[0.999613,0.00001902297,0.000006380408,0.0001362354,0.00006635195,0.0001590013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004879318,0.0005166695,0.9929563,0.0005660217,0.00004782132,0.00009812705,0.002596609,8.125693e-9,0.0001599299,0.0003046884,0.00006769027,0.002198237],"study_design_scores_gemma":[0.006088533,0.00124566,0.9883906,0.0001105866,0.0009250008,0.000003167702,0.001028089,0.000005236227,0.001886762,0.00004286397,0.0001197235,0.0001537452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939279,0.000152767,0.00004497922,0.0007558188,0.00004370977,0.0004455822,0.00001975104,0.00002972012,0.004579793],"genre_scores_gemma":[0.9982423,0.00008478651,0.0009164499,0.0006353872,0.000006271954,0.00001614453,0.00001179305,0.00001504329,0.00007186859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005600601,"threshold_uncertainty_score":0.3585231,"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."}}