{"id":"W4289711753","doi":"10.1186/s12887-022-03529-2","title":"The variation of antenatal corticosteroids administration for the singleton preterm birth in China, 2017 to 2018","year":2022,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Shanghai Municipal Health Commission; China Medical Board","keywords":"Medicine; Bronchopulmonary dysplasia; Gestational age; Obstetrics; Caesarean section; Population; Pediatrics; Odds ratio; Gestation; Small for gestational age; Premature birth; 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":[0.001454173,0.00008284911,0.0001335159,0.0001452766,0.000337337,0.00002477495,0.0002270844,0.0000380544,0.00001937337],"category_scores_gemma":[0.001878918,0.00005450819,0.00005296181,0.0004768792,0.00003671477,0.0000552864,0.0001277543,0.0002474065,0.000004082076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002204263,"about_ca_system_score_gemma":0.0009573542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006488884,"about_ca_topic_score_gemma":0.000199257,"domain_scores_codex":[0.9983891,0.0001174583,0.0003896629,0.0001907573,0.0006312886,0.0002817156],"domain_scores_gemma":[0.9982679,0.0009750196,0.0001638758,0.0003804861,0.0001120065,0.0001006893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06529289,0.002742814,0.5773067,0.009800407,0.0001177422,0.0002494995,0.009907943,0.002534366,0.0212372,0.004003695,0.02268464,0.2841221],"study_design_scores_gemma":[0.003118431,0.005275263,0.9028188,0.0000191561,0.00006070901,0.00005648564,0.000420884,0.009019299,0.0005090439,0.000167228,0.07836368,0.0001710119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871116,0.002148025,0.004556114,0.002356813,0.000604852,0.002908367,0.0001815492,0.00001865752,0.000114019],"genre_scores_gemma":[0.9978619,0.0001777622,0.0004152387,0.0002416012,0.0003179505,0.00034411,0.00002021855,0.00001763875,0.0006036363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3255121,"threshold_uncertainty_score":0.2594557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05604591652599868,"score_gpt":0.362348075330098,"score_spread":0.3063021588040993,"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."}}