{"id":"W4414623856","doi":"10.1038/s41390-025-04311-7","title":"Albumin in neonates: use it or lose it","year":2025,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Hypoalbuminemia; Albumin; Serum albumin; Low birth weight; Retrospective cohort study; Hemoglobin; Cohort; Human albumin","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":[0.002549553,0.0003750914,0.001008206,0.000769349,0.0005474665,0.002219133,0.0004350886,0.001613802,0.001036877],"category_scores_gemma":[0.01012393,0.0001803044,0.0005590977,0.0007941792,0.001156245,0.001475687,0.0007728971,0.002450884,0.0003431385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006519625,"about_ca_system_score_gemma":0.001264484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882408,"about_ca_topic_score_gemma":0.00176608,"domain_scores_codex":[0.9982192,0.0007248888,0.0002086901,0.00008310657,0.0005296884,0.0002343774],"domain_scores_gemma":[0.99652,0.001134377,0.001136755,0.0001721735,0.0004477094,0.000588992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004131644,0.0005820747,0.6296684,0.000918877,0.0006375394,0.004135844,0.001032509,0.0001627248,0.002397635,0.001932964,0.01016763,0.3442323],"study_design_scores_gemma":[0.0005989663,0.006458741,0.8230414,0.008192991,0.002503957,0.04108988,0.01193615,0.001697922,0.01416842,0.01400644,0.07611901,0.0001861383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7764286,0.1559553,0.001400684,0.0515318,0.002120007,0.00005312667,0.0001632208,0.0001313157,0.01221597],"genre_scores_gemma":[0.954886,0.03536542,0.001329194,0.00569008,0.001234517,0.0000194425,0.00007285604,0.00004107782,0.001361555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002549553,"threshold_uncertainty_score":0.01348352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1872707821465708,"score_gpt":0.5107746719217406,"score_spread":0.3235038897751699,"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."}}