{"id":"W4407908355","doi":"10.1111/apa.70038","title":"Severe Neonatal Morbidity Across Gestational Age: Monitoring Infants at High Risk of Mortality","year":2025,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Stockholm läns landsting; Vetenskapsrådet","keywords":"Medicine; Gestational age; Pediatrics; Gestation; Relative risk; Confidence interval; Neonatal resuscitation; Obstetrics; Pregnancy; Resuscitation; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007577353,0.0001963636,0.0004190163,0.0001806026,0.0002489291,0.00001640609,0.0002551328,0.0001986717,0.0001442494],"category_scores_gemma":[0.002256483,0.000184077,0.0001350334,0.0007759024,0.0001688862,0.0001500327,0.0004103511,0.0006390702,0.0000478584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003975782,"about_ca_system_score_gemma":0.0007079375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171766,"about_ca_topic_score_gemma":0.0001017399,"domain_scores_codex":[0.9972922,0.0001205283,0.0005519118,0.0004344752,0.001028011,0.0005729015],"domain_scores_gemma":[0.9975917,0.0009110117,0.0002210772,0.0006192235,0.0003378295,0.0003190952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007493455,0.0001171602,0.9631747,0.0007503948,0.0001351667,0.0001763779,0.0001902069,0.00001411509,0.000808268,0.00004259334,0.001718196,0.03212345],"study_design_scores_gemma":[0.001820297,0.0001180678,0.9796772,0.00004918298,0.00008927869,0.000008684627,0.00005719778,0.00003434261,0.003841138,0.0002315647,0.0139425,0.0001305142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958301,0.001691082,0.00002437996,0.0003174242,0.0004790068,0.0005101236,0.000535177,0.00006176694,0.0005509277],"genre_scores_gemma":[0.9964142,0.00142537,0.0005916273,0.0001231352,0.0003993626,0.00004242941,0.00007088858,0.0000218573,0.0009111034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03199294,"threshold_uncertainty_score":0.7506442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073510113036221,"score_gpt":0.390975398286443,"score_spread":0.3502402971560807,"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."}}