{"id":"W4413022453","doi":"10.1177/09732179251363320","title":"Red Blood Cell Transfusion and Clinical Outcomes in Very Low Birth Weight Neonates: A Prospective Observational Study","year":2025,"lang":"en","type":"article","venue":"Journal of Neonatology","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital","funders":"","keywords":"Observational study; Medicine; Low birth weight; Pediatrics; Blood transfusion; Red Blood Cell Transfusion; Prospective cohort study; Birth weight; Red blood cell; Intensive care medicine; Pregnancy; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005177276,0.0001470944,0.0007070784,0.0002311375,0.00004588687,0.000005916324,0.000104638,0.0002091443,0.00003207822],"category_scores_gemma":[0.0002672839,0.0001087489,0.0001405361,0.0002586512,0.0001008139,0.0000635957,0.00003654235,0.0007257027,0.000001093757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005800481,"about_ca_system_score_gemma":0.0005822461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003090012,"about_ca_topic_score_gemma":0.0000528086,"domain_scores_codex":[0.9982048,0.0001107574,0.0009975521,0.0002377452,0.0002351064,0.0002140643],"domain_scores_gemma":[0.9987817,0.0004585953,0.0002413583,0.0001292059,0.0002313147,0.0001578244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002371895,0.002237264,0.9894279,0.0002178472,0.000144333,0.0009071755,0.0001343798,3.776596e-7,0.0006840313,0.00004114735,0.0001559528,0.003677755],"study_design_scores_gemma":[0.01356283,0.001697056,0.9803847,0.0001630194,0.0001598863,0.000488919,0.000343,0.00002663046,0.001482496,0.0005747766,0.001033846,0.00008285902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919421,0.001477062,0.00001764292,0.005457408,0.0003851766,0.0004174811,0.000004598781,0.00000850249,0.000290012],"genre_scores_gemma":[0.9968423,0.0007220988,0.000605431,0.001198142,0.00008589625,0.000006341375,0.000002779486,0.000008000416,0.0005290419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01119094,"threshold_uncertainty_score":0.4434651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655176579166294,"score_gpt":0.3546683094304158,"score_spread":0.3281165436387529,"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."}}