{"id":"W3183760325","doi":"10.1371/journal.pone.0254916","title":"Association between antenatal corticosteroid use and perinatal mortality among preterm births in hospitals in Tanzania","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Respiratory distress; Obstetrics; Population; Tanzania; Pediatrics; Gestational age; Pregnancy; Apgar score; Gestation; Medical record; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004470886,0.0001351337,0.0001907977,0.0006158903,0.0002468894,0.0004123511,0.0003135749,0.0001937827,0.000912936],"category_scores_gemma":[0.00304706,0.00020541,0.0001707094,0.0006908031,0.0002239822,0.0001756281,0.000387908,0.0003046935,0.00006046989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365581,"about_ca_system_score_gemma":0.0004939097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02180503,"about_ca_topic_score_gemma":0.02483588,"domain_scores_codex":[0.9995214,0.0001768082,0.00005937784,0.00006563627,0.00008127817,0.00009561303],"domain_scores_gemma":[0.9980133,0.0004197128,0.001150498,0.00004991829,0.0001482866,0.0002183385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002877037,0.000006765191,0.9990591,0.00001139779,0.00001276087,0.00008295826,0.00008522526,0.00001484816,0.00008953388,0.000005122975,0.00002940701,0.0005740714],"study_design_scores_gemma":[0.00000251754,0.00003070946,0.9995091,0.00001213436,0.000008209627,0.0001190921,0.0002087507,0.00005677195,0.0000192058,0.000003635253,0.00002874687,0.000001145716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994817,0.0003173463,0.00001456831,0.00004103899,0.000001594,0.000002694349,0.00006783338,0.00000104572,0.0000721949],"genre_scores_gemma":[0.9998125,0.0001035958,0.00001619884,0.00000881473,0.000002345508,0.000002004202,0.0000350846,2.927424e-7,0.00001917283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02180503,"threshold_uncertainty_score":0.04335624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07674209962178356,"score_gpt":0.3316213099843421,"score_spread":0.2548792103625586,"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."}}