{"id":"W2080163969","doi":"10.1001/jama.289.15.1950","title":"Clinical Outcomes Following Institution of Universal Leukoreduction of Blood Transfusions for Premature Infants","year":2003,"lang":"en","type":"article","venue":"JAMA","topic":"Blood transfusion and management","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; McGill University","funders":"","keywords":"Medicine; Leukoreduction; Intensive care medicine; Blood transfusion; Emergency medicine; Pediatrics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003174163,0.00007992656,0.0003126046,0.00009720112,0.00003900365,0.000002702483,0.00004197505,0.0001323231,0.00003247828],"category_scores_gemma":[0.0002299065,0.000065394,0.0003312034,0.0001437476,0.00005078248,0.00008525781,0.000006074774,0.00011553,7.426155e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001152484,"about_ca_system_score_gemma":0.00008481055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003553144,"about_ca_topic_score_gemma":0.00002490042,"domain_scores_codex":[0.9991897,0.00003771137,0.0003597128,0.0001475808,0.000164689,0.0001006065],"domain_scores_gemma":[0.9995483,0.00006154993,0.00007588677,0.0001745891,0.00008058447,0.00005914659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002091696,0.008199342,0.5881453,0.002216528,0.004955611,0.00005630855,0.003329504,0.0001104995,0.06672005,0.2206418,0.002793996,0.1007393],"study_design_scores_gemma":[0.05861379,0.002236534,0.8074659,0.0009599371,0.007172963,0.00002676007,0.00261487,0.00008933994,0.06087097,0.0008274398,0.05873835,0.0003832057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900501,0.00007685098,0.00333639,0.0007188442,0.0005949204,0.000739534,0.00001046025,0.00002710525,0.004445741],"genre_scores_gemma":[0.9947457,0.0001005158,0.004602617,0.0001333735,0.00003459881,0.00000894069,0.00000914525,0.000008118406,0.0003570381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2198144,"threshold_uncertainty_score":0.266669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464866368366901,"score_gpt":0.315618428299021,"score_spread":0.290969764615352,"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."}}