{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007905528,0.0002075737,0.0003947688,0.0002976053,0.0004576266,0.0004563248,0.0003223729,0.0003552399,0.000347916],"category_scores_gemma":[0.005830113,0.0001407457,0.0003025445,0.0004432579,0.0003702327,0.0002965242,0.0004471724,0.0005979833,0.00003924418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563393,"about_ca_system_score_gemma":0.001612678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01624086,"about_ca_topic_score_gemma":0.02221054,"domain_scores_codex":[0.9993744,0.0001332118,0.00006573762,0.00007886213,0.0001627888,0.0001849703],"domain_scores_gemma":[0.996351,0.0004601889,0.00195487,0.00009930316,0.0004853122,0.0006493165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004751777,0.00008705195,0.9946902,0.00002510025,0.00003869788,0.0004131655,0.0001410008,0.00005554624,0.0003188297,0.000009189974,0.0001034976,0.003642532],"study_design_scores_gemma":[0.000008150583,0.0004841505,0.9988387,0.000009898955,0.00001608323,0.0002565148,0.0001532097,0.00007323985,0.0001042353,0.000004980328,0.000048338,0.000002459856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997255,0.000127957,0.00001716022,0.00002536966,0.00000290591,0.000006375094,0.00003537976,0.000001673131,0.00005767367],"genre_scores_gemma":[0.9997099,0.00008621677,0.00003680832,0.00001683751,0.000004964755,0.000006915003,0.0001141901,3.428338e-7,0.00002368912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01624086,"threshold_uncertainty_score":0.03229266,"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."}}