{"id":"W4408446063","doi":"10.1016/j.jogc.2025.102817","title":"COVID-19 and Recurrent Pregnancy Loss Management: Trends in Clinical Care From a Tertiary Centre","year":2025,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; University of British Columbia; Women's Health Research Institute","funders":"Canadian Institutes of Health Research; Ferring; Pfizer","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Tertiary care; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pregnancy; Coronavirus; Pandemic; Coronavirus Infections; Betacoronavirus; Obstetrics; Disease; Intensive care medicine; Virology; Emergency medicine; Infectious disease (medical specialty); Internal medicine; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000232154,0.0001236396,0.0004134321,0.0006359093,0.00005321737,0.00001307071,0.00007954699,0.0001207341,0.0001405444],"category_scores_gemma":[0.004774513,0.0001067849,0.00006053981,0.0005508102,0.0000790984,0.00005205647,0.00007505864,0.0004077702,1.202897e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001823273,"about_ca_system_score_gemma":0.001826958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01139669,"about_ca_topic_score_gemma":0.05011185,"domain_scores_codex":[0.9985632,0.0001111882,0.0006595678,0.0002614463,0.0002040704,0.0002005697],"domain_scores_gemma":[0.9978431,0.001202206,0.0002657879,0.0001862768,0.0001184366,0.0003842088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000227592,0.00007263588,0.6105998,0.0001752105,0.0001007362,0.003057107,0.0001703593,0.000006668285,3.794234e-7,0.00002584958,0.00263636,0.3831321],"study_design_scores_gemma":[0.005111731,0.0001812986,0.9476481,0.00007685995,0.0002156562,0.00002761123,0.0008647256,0.0000295283,0.000002685187,0.0001457526,0.04561687,0.00007919619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281236,0.04649042,0.00003836639,0.01454249,0.00972686,0.0002466979,0.00003443191,0.000006839362,0.0007903136],"genre_scores_gemma":[0.9948593,0.001722275,0.000167808,0.002847099,0.00003380324,0.000001630169,0.00001125472,0.000006671513,0.0003502099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3830529,"threshold_uncertainty_score":0.9951865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039344530441459,"score_gpt":0.3295014714414526,"score_spread":0.309108026137038,"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."}}