{"id":"W3006426817","doi":"10.3389/fped.2020.00033","title":"Mortality and Morbidity in Infants <34 Weeks' Gestation in 25 NICUs in China: A Prospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; China Medical Board","keywords":"Medicine; Gestation; Prospective cohort study; Intensive care; Pediatrics; Cohort study; Gestational age; Cohort; Obstetrics; Emergency medicine; Intensive care medicine; Pregnancy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00109553,0.0005546718,0.0004306029,0.001369478,0.000987711,0.0006225173,0.0006739573,0.0004158407,0.0007729145],"category_scores_gemma":[0.001451906,0.0005528935,0.0006115778,0.001605889,0.0003337856,0.000506584,0.0007606833,0.0004482477,0.0001168884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380871,"about_ca_system_score_gemma":0.001400546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06429084,"about_ca_topic_score_gemma":0.07382823,"domain_scores_codex":[0.9993073,0.0001016369,0.00009302732,0.0001888838,0.0001335565,0.0001756043],"domain_scores_gemma":[0.9990391,0.00006575367,0.0003823522,0.0001072186,0.0001408703,0.0002648698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002351086,0.00001065378,0.9993982,0.000004528971,0.00002754797,0.00005784535,0.00007713033,0.00001284987,0.00004094338,0.000008094711,0.00004650306,0.0002922239],"study_design_scores_gemma":[0.000003814021,0.00003042869,0.9995186,0.000006027252,0.00001700544,0.0000743049,0.000154641,0.000106053,0.00001767955,0.000004915651,0.00006369439,0.000002702679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993691,0.0001052014,0.00003637468,0.00001888923,0.000002669422,0.00001657024,0.0003456875,0.000001726685,0.0001039217],"genre_scores_gemma":[0.9991288,0.0001061625,0.00006465363,0.00001981017,0.000005840046,0.00002999619,0.0005537797,0.000001109688,0.00008992178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06429084,"threshold_uncertainty_score":0.1278332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03528480892471161,"score_gpt":0.3545738734421673,"score_spread":0.3192890645174557,"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."}}