{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001279896,0.0005866943,0.0004775119,0.002132932,0.000268638,0.0008267802,0.0004311463,0.0004767805,0.0006423643],"category_scores_gemma":[0.003884978,0.0002112822,0.0006826418,0.001730812,0.0001711116,0.0006072142,0.0008034169,0.000618416,0.0002203253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000642994,"about_ca_system_score_gemma":0.001299386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01172149,"about_ca_topic_score_gemma":0.01334846,"domain_scores_codex":[0.9991089,0.0002691218,0.0001660678,0.0001936958,0.0001487735,0.0001135719],"domain_scores_gemma":[0.9975975,0.0002814541,0.00147347,0.00007651719,0.0003481767,0.0002228716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005654999,0.00001168853,0.9928592,0.0001045011,0.0000766778,0.0000757563,0.00008163251,0.0001689271,0.0001307786,0.00002630486,0.0002571928,0.006150667],"study_design_scores_gemma":[0.000002124505,0.00007285721,0.9983535,0.0001090294,0.00004877009,0.0003047552,0.0002179247,0.0003273631,0.0001286852,0.00003384355,0.0003970827,0.000004180577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867008,0.005776412,0.0008575033,0.0004402919,0.00006286534,0.00004402852,0.004062617,0.00005117105,0.002004348],"genre_scores_gemma":[0.9905315,0.003641865,0.001611298,0.00009064333,0.00007389813,0.00008158836,0.003599914,0.00001010124,0.0003591604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172149,"threshold_uncertainty_score":0.02330655,"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."}}