{"id":"W4388458614","doi":"10.1038/s41390-023-02877-8","title":"Neurodevelopmental outcomes in preterm or low birth weight infants with germinal matrix-intraventricular hemorrhage: a meta-analysis","year":2023,"lang":"en","type":"review","venue":"Pediatric Research","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Science and Technology of Sichuan Province; National Natural Science Foundation of China","keywords":"Medicine; Intraventricular hemorrhage; Low birth weight; Cerebral palsy; Pediatrics; Psychomotor learning; Psychological intervention; Motor impairment; Observational study; Pregnancy; Cognition; Gestational age; Physical therapy; Psychiatry; Internal medicine; Physical medicine and rehabilitation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002592246,0.0008404488,0.006664495,0.006099078,0.0001542804,0.00008989711,0.0007747319,0.0005179237,0.00121854],"category_scores_gemma":[0.0008540759,0.0004455534,0.002186327,0.01259027,0.0002047545,0.0001168268,0.0006799671,0.002402497,0.0009146438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766638,"about_ca_system_score_gemma":0.001692896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008528749,"about_ca_topic_score_gemma":0.00005326907,"domain_scores_codex":[0.9919996,0.001063106,0.001539687,0.00156613,0.002361373,0.001470061],"domain_scores_gemma":[0.9958743,0.001916113,0.0003789026,0.001073686,0.0002565971,0.000500366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001508135,0.001874157,0.03200429,0.1755747,0.1285328,0.2947592,0.0004758612,0.000006576371,6.460361e-7,0.00003698057,0.00113167,0.364095],"study_design_scores_gemma":[0.005473518,0.002582658,0.02528443,0.001006751,0.7371173,0.01021704,0.0001073287,0.0001905111,0.000003251005,0.0000742488,0.2147161,0.003226911],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002834602,0.9927699,0.00001823909,0.0001703311,0.0001163801,0.003452601,0.0003051345,0.0001120408,0.0002207496],"genre_scores_gemma":[0.0003755414,0.9704359,0.0008213832,0.0000468482,0.0003322473,0.001101826,0.0003396687,0.0001623516,0.0263843],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6085845,"threshold_uncertainty_score":0.999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1566966477938168,"score_gpt":0.4346269415171604,"score_spread":0.2779302937233437,"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."}}