{"id":"W3143063178","doi":"10.1080/14767058.2021.1902498","title":"Maternal and perinatal outcomes in pregnant women with confirmed severe and mild COVID-19 at one large maternity hospital in Chile","year":2021,"lang":"en","type":"article","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Medicine; Pregnancy; Obstetrics; Maternal death; Prospective cohort study; Mechanical ventilation; Pediatrics; Coronavirus disease 2019 (COVID-19); Presentation (obstetrics); Observational study; Maternal morbidity; Disease; Emergency medicine; Internal medicine; Population; Infectious disease (medical specialty)","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":[0.001520509,0.0003577561,0.0009964281,0.0003190796,0.0001019842,0.00003291446,0.000192874,0.000102206,0.0005817422],"category_scores_gemma":[0.0006767984,0.0002108594,0.00004687383,0.0002444188,0.0004023542,0.0003436819,0.000287417,0.0006354967,0.000005259161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006323078,"about_ca_system_score_gemma":0.0002678815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091585,"about_ca_topic_score_gemma":0.0004787729,"domain_scores_codex":[0.9971362,0.0002230034,0.0008312266,0.0003567249,0.0009076024,0.000545238],"domain_scores_gemma":[0.9981837,0.0002566606,0.0004692813,0.0003764573,0.0001460251,0.0005678707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007397751,0.0002469604,0.9731461,0.0009877833,0.0002581996,0.004276444,0.00622486,0.00002069019,0.004766853,0.00002070283,0.00004144736,0.002612255],"study_design_scores_gemma":[0.01623142,0.002189662,0.9499393,0.001652923,0.0001371683,0.02427649,0.001401852,0.00004016771,0.002927738,0.0001479907,0.0008355243,0.0002197578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758852,0.002932033,0.00003982151,0.02026472,0.0002845517,0.0004879926,0.00005398638,0.00002100353,0.00003074229],"genre_scores_gemma":[0.9958575,0.001396726,0.0001045674,0.001579677,0.0002067187,0.00001104027,0.000006351255,0.0000418376,0.0007955199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02320676,"threshold_uncertainty_score":0.8598596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152690917379501,"score_gpt":0.2871252769500259,"score_spread":0.2718561852120758,"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."}}