{"id":"W2035934312","doi":"10.1001/2012.jama.11953","title":"Effect of Fresh Red Blood Cell Transfusions on Clinical Outcomes in Premature, Very Low-Birth-Weight Infants","year":2012,"lang":"en","type":"article","venue":"JAMA","topic":"Blood transfusion and management","field":"Medicine","cited_by":440,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Retinopathy of prematurity; Necrotizing enterocolitis; Bronchopulmonary dysplasia; Neonatal intensive care unit; Context (archaeology); Intraventricular hemorrhage; Intensive care; Pediatrics; Randomized controlled trial; Birth weight; Low birth weight; Intensive care unit; Blood transfusion; Gestational age; Intensive care medicine; Surgery; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009849542,0.0001993072,0.0006481159,0.000188085,0.00002858221,0.000006264003,0.000117634,0.0003373542,0.0003926627],"category_scores_gemma":[0.0002113693,0.0001386606,0.000295944,0.0002065846,0.00004945333,0.00008575969,0.00003424987,0.0006542863,0.00005527244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001264873,"about_ca_system_score_gemma":0.00002337261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003925273,"about_ca_topic_score_gemma":0.00004015967,"domain_scores_codex":[0.9982658,0.0002351764,0.0005627332,0.0002464415,0.000358954,0.0003308855],"domain_scores_gemma":[0.9986833,0.0005224365,0.00007811577,0.000468332,0.00002868367,0.0002191646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002310866,0.005172523,0.9650275,0.0008532511,0.0002420407,0.00007008595,0.0004497222,0.000001515011,0.00450181,0.0001851683,0.005308407,0.01587713],"study_design_scores_gemma":[0.02009259,0.001982384,0.9184493,0.000408721,0.0004614816,0.000005160095,0.00002314552,0.000007358693,0.05001379,0.000009975686,0.008388927,0.0001572031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777585,0.0002440718,0.000007224196,0.001180737,0.0006272456,0.0009788524,0.00001467623,0.00005405994,0.01913468],"genre_scores_gemma":[0.9967905,0.0005027517,0.0001607264,0.00123462,0.000183261,0.00003645672,0.00001150831,0.00002675103,0.001053448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04657821,"threshold_uncertainty_score":0.5654414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315413997199951,"score_gpt":0.299738785463418,"score_spread":0.2865846454914185,"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."}}