{"id":"W3132851859","doi":"10.1038/s41390-021-01411-y","title":"Cause of preterm birth and late-onset sepsis in very preterm infants: the EPIPAGE-2 cohort study","year":2021,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche; Caisse nationale de solidarité pour l'autonomie; Fondation PremUP; Fondation de France; Equipex","keywords":"Medicine; Placental abruption; Sepsis; Obstetrics; Population; Hazard ratio; Premature birth; Pediatrics; Cohort; Proportional hazards model; Cohort study; Pregnancy; Gestational age; Fetus; Internal medicine; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001010802,0.0008076544,0.0009256464,0.0009852757,0.0009296147,0.001456482,0.001139547,0.00127665,0.002089473],"category_scores_gemma":[0.002556349,0.0009644322,0.001601281,0.001831823,0.0002897849,0.001152102,0.001862677,0.001432947,0.0003797307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004359255,"about_ca_system_score_gemma":0.0008028655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01779105,"about_ca_topic_score_gemma":0.02086981,"domain_scores_codex":[0.9991867,0.0001780193,0.00007810855,0.000282521,0.0001137558,0.000160824],"domain_scores_gemma":[0.9985797,0.0001782219,0.0004369018,0.0003161764,0.0001493626,0.0003395834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006785164,0.0000741019,0.9959974,0.00002485497,0.000566696,0.0004287053,0.0001341332,0.00007049388,0.0004418563,0.00009156395,0.0007412335,0.0007503509],"study_design_scores_gemma":[0.00007411226,0.0001001237,0.9980631,0.00002367367,0.0002105467,0.0005498413,0.0003784941,0.0001238464,0.00005205033,0.0000403778,0.0003708275,0.00001290436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946513,0.0004189355,0.0001544279,0.00008000329,0.00002259689,0.00001653282,0.004163663,0.000006351294,0.0004861887],"genre_scores_gemma":[0.9931201,0.0005166441,0.0002406684,0.00009451,0.000046347,0.00006147092,0.004996066,0.00001635914,0.0009079266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01779105,"threshold_uncertainty_score":0.035375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05150727161094018,"score_gpt":0.3783013944101322,"score_spread":0.326794122799192,"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."}}