{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001826692,0.0002484638,0.0005462742,0.0006883764,0.0004837806,0.0007491566,0.0006282012,0.0005309684,0.0005969213],"category_scores_gemma":[0.004636344,0.0003159934,0.0005263138,0.001494034,0.0003459626,0.0004850876,0.000423339,0.000879571,0.0001276893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003475096,"about_ca_system_score_gemma":0.000539072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003859803,"about_ca_topic_score_gemma":0.003516377,"domain_scores_codex":[0.9987807,0.000513436,0.0001910291,0.0002008766,0.0001933922,0.0001206964],"domain_scores_gemma":[0.9956469,0.001008875,0.002084003,0.0002740854,0.0003391731,0.0006469132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005157051,0.00002850214,0.9995282,0.00001023246,0.00004419945,0.00003801012,0.00002366223,0.0000134143,0.00004655721,0.000005798392,0.00001877307,0.0001911341],"study_design_scores_gemma":[0.00001033382,0.0002197786,0.998894,0.00001627699,0.00006082733,0.0003046583,0.0001730407,0.0001623711,0.00003691504,0.00001931326,0.00009814848,0.000004287918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991676,0.0003716968,0.00008670607,0.00002722469,0.000005237725,0.000007862245,0.000242309,0.000001202407,0.00009032545],"genre_scores_gemma":[0.9992009,0.0002245545,0.0001416334,0.00003792122,0.00001039747,0.00001895471,0.0003346193,0.00000129034,0.00002980268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003859803,"threshold_uncertainty_score":0.009660542,"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."}}