{"id":"W4411401910","doi":"10.1016/j.jogc.2025.102961","title":"Limited Impact of COVID-19 on Pre-existing Trends in Postpartum Infection","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":false,"ca_institutions":"Q & T Research; Institut National de Santé Publique du Québec; Héma-Québec; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Pandemic; Obstetrics; Pregnancy; Postpartum period; Confidence interval; Comorbidity; Coronavirus disease 2019 (COVID-19); Internal medicine; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.007112689,0.0004119959,0.0006836141,0.001725959,0.001760153,0.002917567,0.00191614,0.001059246,0.01577479],"category_scores_gemma":[0.04140831,0.0003995929,0.001213759,0.00271204,0.0008036589,0.001073038,0.002543229,0.002461122,0.001682701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0160423,"about_ca_system_score_gemma":0.06969387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8917645,"about_ca_topic_score_gemma":0.9185729,"domain_scores_codex":[0.9921488,0.001380142,0.0006980633,0.0004927408,0.002347659,0.002932647],"domain_scores_gemma":[0.9612077,0.004862242,0.003387853,0.00114066,0.0163785,0.01302298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001610871,0.0003442399,0.740264,0.001414531,0.0003140728,0.0001685298,0.0008287428,0.0008033385,0.0003535746,0.00181509,0.1212902,0.1307929],"study_design_scores_gemma":[0.00008447507,0.0003064803,0.9599753,0.001997819,0.0001324157,0.00007697156,0.00126784,0.0004909341,0.000162886,0.0001859279,0.03528451,0.00003435107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4674313,0.04387326,0.001134814,0.1126423,0.007998453,0.0008866205,0.2156795,0.0005261747,0.1498275],"genre_scores_gemma":[0.941967,0.01112128,0.001470882,0.0117107,0.001046952,0.0002544984,0.02225574,0.0001675549,0.01000542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8917645,"threshold_uncertainty_score":0.2177459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028462625822075,"score_gpt":0.3490879693575429,"score_spread":0.3188033430993221,"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."}}