{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007977,0.0002644604,0.0002640563,0.0004711605,0.000402289,0.0005790311,0.0003531323,0.0003575781,0.001477304],"category_scores_gemma":[0.0039906,0.0001781315,0.0006037445,0.0007083744,0.000363548,0.0001805886,0.0004195527,0.0006594157,0.0001027044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615236,"about_ca_system_score_gemma":0.001846309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1931074,"about_ca_topic_score_gemma":0.192512,"domain_scores_codex":[0.9990724,0.0003420152,0.00006466114,0.0001492895,0.0001673678,0.0002042296],"domain_scores_gemma":[0.9970729,0.0006426345,0.001311807,0.0001911854,0.0003353648,0.0004459166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005783117,0.00000391232,0.9989827,0.000006356872,0.00004166965,0.00003223591,0.00001112982,0.00005396924,0.00004896801,0.00001190455,0.00004772658,0.0007015851],"study_design_scores_gemma":[0.000002018656,0.00002950948,0.9994553,0.000008741174,0.00001900281,0.0001036699,0.00002356928,0.000218833,0.00002261671,0.00001243986,0.0001024686,0.000001925372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952702,0.001510902,0.0002830033,0.0002433648,0.00001216295,0.00001560689,0.001652073,0.000008903451,0.001003748],"genre_scores_gemma":[0.9992331,0.0001903264,0.0001166768,0.00003478606,0.000008084417,0.000004493039,0.0003099324,0.000001670716,0.0001008711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1931074,"threshold_uncertainty_score":0.3839667,"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."}}