{"id":"W4322755627","doi":"10.1016/j.eclinm.2023.101881","title":"Association of preoperative COVID-19 and postoperative respiratory morbidity during the Omicron epidemic wave: the DROMIS-22 multicentre prospective observational cohort study","year":2023,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"Société Française d’Anesthésie et de Réanimation; Assistance publique-Hôpitaux de Paris","keywords":"Medicine; Odds ratio; Pneumonia; Prospective cohort study; Mechanical ventilation; Cohort; Cohort study; Coronavirus disease 2019 (COVID-19); Internal medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001586128,0.0004959331,0.0005892512,0.0008128521,0.0004873653,0.0008988386,0.0005926769,0.0008372324,0.001592513],"category_scores_gemma":[0.002798753,0.0004269512,0.0009622624,0.001277645,0.0003109948,0.0004730196,0.0007175842,0.00077226,0.0002459213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000595514,"about_ca_system_score_gemma":0.0005839688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009289457,"about_ca_topic_score_gemma":0.009933539,"domain_scores_codex":[0.9987727,0.0004037821,0.0001599639,0.0003038101,0.0001427143,0.0002169426],"domain_scores_gemma":[0.9974368,0.0003447194,0.001332483,0.0003576372,0.0001940477,0.0003344225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004379183,0.00004695788,0.9981692,0.00002998562,0.0002473925,0.00009722348,0.0000593888,0.00005456047,0.0001593877,0.00002604933,0.0001939481,0.0004780285],"study_design_scores_gemma":[0.00005793896,0.0001897113,0.9986984,0.00001941814,0.0001137579,0.000233992,0.0001285904,0.0002430703,0.00002624679,0.00001917316,0.0002607215,0.000008986072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978738,0.0004441624,0.000102242,0.00006324007,0.000009972395,0.00002609412,0.001272373,0.000002929534,0.0002052391],"genre_scores_gemma":[0.9983858,0.0001840316,0.0001188,0.00005772517,0.00001739475,0.00003463317,0.001104789,0.000002228446,0.00009465821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009289457,"threshold_uncertainty_score":0.01847076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1539533168308614,"score_gpt":0.4502698029318635,"score_spread":0.296316486101002,"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."}}