{"id":"W4412543812","doi":"10.1016/j.pcl.2025.05.009","title":"Advances in Preterm Brain Injury","year":2025,"lang":"en","type":"review","venue":"Pediatric Clinics of North America","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation","funders":"Fundación Alicia Koplowitz","keywords":"Medicine; Intensive care medicine; Neuroscience; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002356219,0.0004162852,0.003121179,0.0007399294,0.00002154634,0.000003632972,0.0003506524,0.0002932288,0.00003842387],"category_scores_gemma":[0.00194072,0.0003440999,0.0007430568,0.001722992,0.000171383,0.0000678959,0.0002352078,0.0008478639,0.00005844893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004485374,"about_ca_system_score_gemma":0.0008848987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000072925,"about_ca_topic_score_gemma":0.00001116225,"domain_scores_codex":[0.9969712,0.0001606912,0.001626138,0.0006221659,0.0002569524,0.0003628319],"domain_scores_gemma":[0.9959098,0.002322,0.0009543327,0.0005955871,0.00007902824,0.0001392583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005941873,0.0001555034,0.006589172,0.03725987,0.00002102339,0.00008715754,0.00001481866,3.013922e-7,2.299771e-9,0.00000315761,0.0005206761,0.9552889],"study_design_scores_gemma":[0.0003444056,0.0005477003,0.000621586,0.002178611,0.00081367,0.00002207363,0.000003271006,0.000001756992,1.006871e-8,0.00004739373,0.9951586,0.0002608966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000831084,0.9956781,0.0000339222,0.00007193612,0.0004844863,0.0009786525,0.0003450121,0.00003857237,0.002286226],"genre_scores_gemma":[0.00001958105,0.9972793,0.0005879126,0.0004741494,0.0004644844,0.00009835997,0.0003843265,0.00003467032,0.0006572441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.994638,"threshold_uncertainty_score":0.9999011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251569989785904,"score_gpt":0.3727591334672801,"score_spread":0.3502434335694211,"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."}}