{"id":"W3214323780","doi":"10.3389/fped.2021.760646","title":"Variation of Neonatal Outcomes and Care Practices for Preterm Infants <34 Weeks' Gestation in Different Regions of China: A Cohort Study","year":2021,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; China Medical Board","keywords":"Medicine; China; Logistic regression; Pediatrics; Gestation; Gestational age; Cohort; Demography; Cohort study; Neonatal mortality; Infant mortality; Pregnancy; Population; Environmental health; Internal medicine; Geography","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":[0.001335181,0.0004035992,0.0004083684,0.0009611396,0.0006869576,0.0005239452,0.0007079776,0.0003243793,0.0007765261],"category_scores_gemma":[0.002155459,0.0003279505,0.00071182,0.001641234,0.0003377722,0.0004575147,0.0008653034,0.0004108401,0.00008686574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253201,"about_ca_system_score_gemma":0.001359024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07740005,"about_ca_topic_score_gemma":0.0832201,"domain_scores_codex":[0.9990195,0.0001680751,0.0001254185,0.0003150055,0.0001621695,0.0002097831],"domain_scores_gemma":[0.99839,0.0001415913,0.0006314905,0.0002509616,0.0002604971,0.0003254841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002502975,0.000008700691,0.9987936,0.000007022896,0.00007210757,0.00005327924,0.0001807667,0.00003430826,0.0001121048,0.00003219424,0.00009396684,0.0005869926],"study_design_scores_gemma":[0.000002446978,0.00001535064,0.9994714,0.000005039505,0.00001963235,0.00004419015,0.0001551428,0.000153303,0.00002098981,0.00001379169,0.00009562713,0.000003186443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990265,0.0001283728,0.00006422018,0.00004735043,0.000004774604,0.00001176715,0.0005448653,0.000002253164,0.0001699667],"genre_scores_gemma":[0.9992573,0.00007130051,0.00006333294,0.00002558082,0.000003757156,0.00001501484,0.0004868472,0.000001587411,0.00007516757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07740005,"threshold_uncertainty_score":0.1538991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02746113838993077,"score_gpt":0.3586051110398025,"score_spread":0.3311439726498717,"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."}}