{"id":"W3123498202","doi":"10.1016/j.siny.2021.101196","title":"Inter-center variability in neonatal outcomes of preterm infants: A longitudinal evaluation of 298 neonatal units in 11 countries","year":2021,"lang":"en","type":"article","venue":"Seminars in Fetal and Neonatal Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"European Regional Development Fund; Medical Research Council; Terveyden ja hyvinvoinnin laitos; Instituto de Salud Carlos III; Sociedad Española de Neonatología; Karolinska Institutet; Regione Toscana; Ministry of Health, Labour and Welfare; Socialdepartementet; Canadian Institutes of Health Research; Ministry of Health, British Columbia; National Institute for Health and Care Research; Ontario Ministry of Health and Long-Term Care; Ministerio de Ciencia, Innovación y Universidades; Shire; March of Dimes Foundation","keywords":"Medicine; Retinopathy of prematurity; Bronchopulmonary dysplasia; Neonatal mortality; Variation (astronomy); Center (category theory); Pediatrics; Gestational age; Infant mortality; Environmental health; Pregnancy; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00215516,0.0004041893,0.0005557935,0.001202767,0.0007285248,0.001239009,0.0008298652,0.0007580128,0.0006810153],"category_scores_gemma":[0.004352355,0.0006416983,0.0009512147,0.002897443,0.0006211512,0.001365164,0.001561374,0.0007492201,0.0002248057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097881,"about_ca_system_score_gemma":0.000893152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04082466,"about_ca_topic_score_gemma":0.03913854,"domain_scores_codex":[0.9978301,0.0007899339,0.000232218,0.0005436778,0.000210085,0.0003940758],"domain_scores_gemma":[0.9955172,0.0009389958,0.001816999,0.0005156042,0.000765638,0.0004455048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005268046,0.00002066807,0.999023,0.00000483503,0.00006237635,0.00003424153,0.0002600058,0.00006501533,0.00005291147,0.000009698141,0.0000292211,0.0003855482],"study_design_scores_gemma":[0.000002515839,0.00007516444,0.9985517,0.000005622235,0.00002265031,0.0000566608,0.001052578,0.0001420185,0.00002553569,0.000006492777,0.00005405106,0.000005085063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994492,0.000078963,0.00007257561,0.00001555774,0.000002079702,0.000003990741,0.0002829349,0.000002077394,0.00009272272],"genre_scores_gemma":[0.9993258,0.00006438479,0.00006890931,0.00001048581,0.000001736772,0.000008513316,0.000458494,0.000002793573,0.00005896044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04082466,"threshold_uncertainty_score":0.08117408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05329771778659274,"score_gpt":0.3770401916636983,"score_spread":0.3237424738771055,"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."}}