{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002211774,0.0004175663,0.001020077,0.0001916108,0.0002034524,0.0004578044,0.0004291915,0.0006313262,0.0008802279],"category_scores_gemma":[0.006619881,0.0002013529,0.0008425977,0.0002027071,0.0005429105,0.0003056212,0.0001856041,0.000887202,0.00005860093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006336286,"about_ca_system_score_gemma":0.0009340761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001853966,"about_ca_topic_score_gemma":0.002628076,"domain_scores_codex":[0.9990128,0.0005703965,0.0001055168,0.00009777131,0.0001381808,0.00007537894],"domain_scores_gemma":[0.9972659,0.001291127,0.0007531272,0.0001040954,0.0001445701,0.0004411534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8816086,0.007951998,0.0306799,0.002275879,0.002409577,0.0001436384,0.0001609013,0.0004926207,0.004102807,0.00008976943,0.0005479142,0.06953644],"study_design_scores_gemma":[0.2838366,0.4927117,0.2114778,0.0006949239,0.004484052,0.0002972296,0.0001585474,0.001146184,0.003919902,0.0002213249,0.0009955858,0.00005619789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962946,0.003231263,0.00004141912,0.00007678207,0.00007483771,0.00009345495,0.00004417893,0.000003953848,0.0001395616],"genre_scores_gemma":[0.9977818,0.001438498,0.0002825187,0.0001018989,0.00007957398,0.0001388201,0.00007055198,0.000001265665,0.0001050919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002211774,"threshold_uncertainty_score":0.01169717,"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."}}