{"id":"W2534404687","doi":"10.1056/nejmoa1609014","title":"Effect of Short-Term vs. Long-Term Blood Storage on Mortality after Transfusion","year":2016,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":325,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute; Population Health Research Institute; University of Waterloo; McMaster University; Canadian Blood Services","funders":"","keywords":"Medicine; Randomization; Blood transfusion; Randomized controlled trial; Population; Logistic regression; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001458454,0.0002420818,0.0008462843,0.000284038,0.00002619303,0.000003849427,0.0001348007,0.00009609306,0.001209876],"category_scores_gemma":[0.0001191642,0.0001129822,0.0002157361,0.0001318413,0.0001263377,0.00007762366,0.00001562643,0.0002996488,0.000004867024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000312229,"about_ca_system_score_gemma":0.00005759938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002428421,"about_ca_topic_score_gemma":0.00004551451,"domain_scores_codex":[0.9977915,0.000182625,0.0007199156,0.0001992603,0.0008806571,0.000226074],"domain_scores_gemma":[0.9987,0.0002534901,0.0001795172,0.0003232521,0.0001180167,0.0004256856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01644638,0.0006293786,0.4435381,0.0007551074,0.0007845724,0.003228762,0.0006608027,0.000001160335,0.08812764,0.0000319877,0.001059046,0.4447371],"study_design_scores_gemma":[0.1243937,0.02615335,0.7974116,0.005325599,0.003398535,0.0008718227,0.00001034208,0.000001269088,0.04034173,0.00002095764,0.001904311,0.0001667698],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911859,0.0006872186,0.001208655,0.004869862,0.0007383267,0.0004261274,0.000003935692,0.00001715614,0.000862819],"genre_scores_gemma":[0.9948445,0.002350203,0.00002749473,0.0004517843,0.00174704,0.000003688994,0.000002895954,0.00002426449,0.0005481166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4445703,"threshold_uncertainty_score":0.9997032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356262932045925,"score_gpt":0.2888056041212513,"score_spread":0.2752429748007921,"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."}}