{"id":"W4404312874","doi":"10.1186/s12889-024-20416-w","title":"COVID-19 and pregnancy: a comprehensive study of comorbidities and outcomes","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"European Regional Development Fund; Engineering and Physical Sciences Research Council; National Social Science Fund of China; Guangxi University","keywords":"Medicine; Biostatistics; Coronavirus disease 2019 (COVID-19); Pandemic; Pregnancy; 2019-20 coronavirus outbreak; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Comorbidity; Epidemiology; Coronavirus Infections; Virology; Infectious disease (medical specialty); Psychiatry; Internal medicine; Disease; Pathology; Outbreak","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":[0.0004831505,0.0001465205,0.0004755563,0.0003405062,0.00009879808,0.00005782931,0.00004316916,0.00004386779,0.00004280084],"category_scores_gemma":[0.001364409,0.0001159508,0.00003466232,0.000311963,0.0001278297,0.0001569661,0.00007949616,0.0001623755,0.000002550657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003060033,"about_ca_system_score_gemma":0.003126683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592641,"about_ca_topic_score_gemma":0.0004855163,"domain_scores_codex":[0.9984463,0.0001995705,0.0003770371,0.0004109018,0.0002987702,0.0002673879],"domain_scores_gemma":[0.9982933,0.0004754043,0.00009235623,0.0003745066,0.00008605308,0.0006783206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004908967,0.0006881823,0.9328871,0.01206185,0.0001827828,0.00003476188,0.02718057,0.000002979105,0.00005167833,0.001922123,0.004224407,0.02071448],"study_design_scores_gemma":[0.002375468,0.001713708,0.9462456,0.0002842729,0.0000473199,0.0001315443,0.0122274,0.000247896,0.000003645777,0.0002087401,0.03638601,0.0001283991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378992,0.008441419,0.0003512002,0.05124141,0.0002515127,0.001497917,0.0000260379,0.0002096124,0.00008169863],"genre_scores_gemma":[0.9952331,0.0003791451,0.0002261973,0.003633492,0.00005581725,0.00003773424,0.00001113628,0.00002070397,0.0004026411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05733395,"threshold_uncertainty_score":0.5546601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659878417568304,"score_gpt":0.4368162043706862,"score_spread":0.2708283626138558,"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."}}