{"id":"W4403004563","doi":"10.1038/s41372-024-02134-8","title":"Long-term neurodevelopmental outcomes at three years in preterm infants born before 29 Weeks gestation following Preterm Premature Rupture of Membranes (PPROM)","year":2024,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Gestation; Premature rupture of membranes; Obstetrics; Neonatology; Gestational age; Pediatrics; Premature birth; Rupture of membranes; Pregnancy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002210299,0.000225021,0.0007016425,0.0004071972,0.00003481167,0.00002840005,0.0001979607,0.0002842771,0.00009770669],"category_scores_gemma":[0.0001233918,0.0001797306,0.0003032854,0.000188533,0.00008423313,0.0002902688,0.00009248355,0.0006438727,0.000004228415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462041,"about_ca_system_score_gemma":0.0002093655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006345817,"about_ca_topic_score_gemma":0.000169911,"domain_scores_codex":[0.9982512,0.00006500999,0.0007409306,0.0002424515,0.0003891045,0.0003112848],"domain_scores_gemma":[0.9992393,0.00008540898,0.000271658,0.0001918895,0.00007727361,0.0001344884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004568847,0.000063499,0.9709516,0.001120869,0.0002530235,0.005946412,0.003401533,0.000002561375,0.002694295,0.00003288731,0.00005562095,0.01502087],"study_design_scores_gemma":[0.001712447,0.0005837056,0.989477,0.001068388,0.0001362762,0.00475762,0.00006048417,0.00006542094,0.001385622,0.0001572904,0.0004520901,0.0001437047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995128,0.00246964,0.00001166626,0.0005666908,0.001276613,0.0003023111,0.00001752427,0.0000264486,0.000201054],"genre_scores_gemma":[0.9990779,0.0001416576,0.0003722444,0.0001127355,0.0000827335,0.000008574358,0.00001937633,0.00003438316,0.0001504132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01852541,"threshold_uncertainty_score":0.7329201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052568900659382,"score_gpt":0.2781966833914796,"score_spread":0.2676709943848858,"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."}}