{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001773633,0.0001996721,0.000609729,0.0007926205,0.000029727,0.00001815827,0.0001414869,0.0001742728,0.000009335493],"category_scores_gemma":[0.002740762,0.000208131,0.00002559973,0.002236523,0.0000731737,0.0002180257,0.0001395309,0.00114597,0.000004570621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101413,"about_ca_system_score_gemma":0.0005933348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003385073,"about_ca_topic_score_gemma":0.006122243,"domain_scores_codex":[0.9970633,0.0003271046,0.0006957278,0.0006503732,0.0007538182,0.0005096501],"domain_scores_gemma":[0.9991618,0.0001145511,0.0001123125,0.0002596342,0.00006953748,0.000282182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006108825,0.000604883,0.9909665,0.000425415,0.0000087689,0.0007658072,0.002929332,0.00003541225,0.000005383512,0.000006668924,0.0004385997,0.003202356],"study_design_scores_gemma":[0.005128771,0.0005504711,0.9902154,0.00003204204,0.0000195137,0.000001500101,0.001028606,0.002551535,0.000006675112,0.00019573,0.0001123409,0.0001573753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925723,0.002528332,0.00007495857,0.0003724097,0.0002465865,0.003789892,0.00002223366,0.00002539262,0.0003678612],"genre_scores_gemma":[0.9973286,0.001619962,0.000429599,0.0001710048,0.0001536789,0.0002391701,0.00001303084,0.00002553986,0.00001937523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004756306,"threshold_uncertainty_score":0.8487335,"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."}}