{"id":"W4412155428","doi":"10.7759/cureus.87657","title":"Neonatal Anemia in Preterm Infants: Are We Overtransfusing?","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anemia; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00197547,0.0001483748,0.0002736757,0.0004727035,0.0004714053,0.000875396,0.000502027,0.0006250428,0.0009230619],"category_scores_gemma":[0.01274717,0.00009827186,0.0001191667,0.0007058289,0.0005791349,0.0009103314,0.0004081892,0.0007375663,0.0001646662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004674358,"about_ca_system_score_gemma":0.0007943382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002911526,"about_ca_topic_score_gemma":0.002508529,"domain_scores_codex":[0.9987134,0.0004939406,0.0002510688,0.0001265679,0.0002753362,0.0001397195],"domain_scores_gemma":[0.9941102,0.001413146,0.003293147,0.0001874747,0.0006619615,0.0003339498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000130423,0.00003846435,0.9457356,0.0002233648,0.00002271796,0.002652489,0.001312722,0.00003264474,0.000191707,0.000405642,0.001259019,0.0479951],"study_design_scores_gemma":[0.0000121174,0.0002631096,0.9489035,0.001824027,0.0001377921,0.02986573,0.007856957,0.0002632182,0.0004457156,0.001196508,0.009203948,0.00002729708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.920002,0.06683744,0.0005193187,0.009403589,0.00024638,0.00002005646,0.0001481497,0.00001482747,0.00280816],"genre_scores_gemma":[0.9831946,0.0149568,0.0003590041,0.0008383543,0.0002826192,0.00001058182,0.00007540052,0.000003832841,0.000278888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002911526,"threshold_uncertainty_score":0.01044744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284243929679407,"score_gpt":0.280374362465013,"score_spread":0.2675319231682189,"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."}}