{"id":"W4388891972","doi":"10.1093/tropej/fmad037","title":"Antenatal corticosteroid therapy, delivery intervals and perinatal mortality in low-resource settings","year":2023,"lang":"en","type":"article","venue":"Journal of Tropical Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Respiratory distress; Pediatrics; Pregnancy; Obstetrics; Relative risk; Observational study; Low birth weight; Birth weight; Confidence interval; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007036124,0.0001442151,0.0004369406,0.0005389868,0.00004850626,0.00003548941,0.0001726192,0.0001269081,0.00003539113],"category_scores_gemma":[0.001417468,0.0001113101,0.0001328168,0.0006018411,0.0001127224,0.0001747083,0.0001630527,0.0009424223,0.00001875184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001500084,"about_ca_system_score_gemma":0.0002797182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001397038,"about_ca_topic_score_gemma":0.000005899692,"domain_scores_codex":[0.9975703,0.0001354554,0.0007967433,0.0002010512,0.0008704013,0.0004260363],"domain_scores_gemma":[0.9984511,0.0004381585,0.0002374534,0.0001765694,0.0002317247,0.0004649862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001269019,0.0001544169,0.9478799,0.0007675291,0.00003281948,0.007834927,0.0002138886,0.000006181462,0.001159597,0.00001129467,0.0008321109,0.03983833],"study_design_scores_gemma":[0.002992335,0.001084884,0.9887177,0.0001254351,0.00002334935,0.0005534906,0.0001498931,0.0002855543,0.0002596859,0.00003213833,0.005675199,0.000100381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934292,0.004468463,0.00002244766,0.001652701,0.0001442509,0.0002186154,0.00001272284,0.00002083549,0.00003075904],"genre_scores_gemma":[0.9942127,0.004109066,0.0001111954,0.0009071057,0.000561862,0.000003076804,0.000002351567,0.00002363431,0.00006904202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04083777,"threshold_uncertainty_score":0.4539095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04678154736911043,"score_gpt":0.359923493674718,"score_spread":0.3131419463056075,"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."}}