{"id":"W4386457403","doi":"10.1186/s13054-023-04584-6","title":"Impact of Covid-19 on risk of severe maternal morbidity","year":2023,"lang":"en","type":"article","venue":"Critical Care","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Institut National de Santé Publique du Québec; Université de Montréal; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Relative risk; Pregnancy; Confidence interval; Sepsis; Population; Disseminated intravascular coagulation; Obstetrics; Internal medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002378213,0.0001194199,0.0003048351,0.000169478,0.00004069311,0.000006176308,0.0000732065,0.00009205946,0.0005638057],"category_scores_gemma":[0.008700109,0.00009572704,0.0002273408,0.000330498,0.0001725792,0.00004290617,0.00004705736,0.000203136,0.0000719259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361751,"about_ca_system_score_gemma":0.0004052146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467492,"about_ca_topic_score_gemma":0.0000105844,"domain_scores_codex":[0.9987769,0.00008224836,0.0002438272,0.0002616638,0.0004024929,0.0002328672],"domain_scores_gemma":[0.9984306,0.0003976697,0.00005166144,0.0004923558,0.0002841629,0.0003435791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001078277,0.0001869584,0.9755324,0.003353656,0.00009822011,0.0001614207,0.00117454,0.0008558945,0.008626562,0.0006252233,0.006362544,0.001944311],"study_design_scores_gemma":[0.0009311787,0.001243071,0.9888877,0.0000978782,0.0001691865,0.00005575593,0.0009128054,0.00009006241,0.006552386,0.0006582793,0.000299543,0.0001021919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996375,0.00007276743,0.00006219591,0.001956151,0.0001894355,0.000197173,0.0004256737,0.0001114513,0.0006101122],"genre_scores_gemma":[0.9993921,0.00002079038,0.00004454924,0.0002138133,0.0001832269,0.000005426344,0.00003661986,0.00001923933,0.00008424767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01335527,"threshold_uncertainty_score":0.99965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07641841942382661,"score_gpt":0.4489263265149204,"score_spread":0.3725079070910938,"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."}}