{"id":"W4388450862","doi":"10.1016/j.jogc.2023.102276","title":"Evaluation of Real and Perceived Risk to Health Care Workers Caring for Patients With the Omicron Variant of the SARS-CoV-2 Virus in Surgery and Obstetrics","year":2023,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Medicine; Health care; 2019-20 coronavirus outbreak; Obstetrics; Virology; Internal medicine; Disease; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000302,0.00006085179,0.0002636325,0.0002533396,0.00009048109,0.000005985773,0.00002725105,0.00004533107,9.667898e-7],"category_scores_gemma":[0.00357977,0.00003585347,0.00002916878,0.0004646823,0.0000291187,0.00002915135,0.00001734168,0.0001210075,7.71755e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005264033,"about_ca_system_score_gemma":0.001234692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.026613,"about_ca_topic_score_gemma":0.09385531,"domain_scores_codex":[0.9990485,0.0001333987,0.0003288341,0.00007822269,0.00029875,0.0001122564],"domain_scores_gemma":[0.9966429,0.002130601,0.0004504353,0.00006404422,0.0006721189,0.00003991587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004174524,0.0000203476,0.9352559,0.00005838403,0.00006169964,0.00000538819,0.0008679547,0.0003246258,0.00004507587,0.000002783779,0.0002510744,0.06306497],"study_design_scores_gemma":[0.002241188,0.0003153944,0.9952145,0.00002403522,0.0001664249,0.000003581433,0.0008739732,0.0009582833,0.00003110303,0.000008103463,0.00013087,0.00003254392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970702,0.0008861838,0.00002025902,0.000272346,0.001294274,0.0004179924,0.00002433278,8.430828e-7,0.0000135987],"genre_scores_gemma":[0.9996598,0.0001988649,0.00002862774,0.00008938096,0.00000872205,0.000003739839,0.000002893919,0.000005314979,0.000002640194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06724231,"threshold_uncertainty_score":0.9798689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396766345479163,"score_gpt":0.2740133865811202,"score_spread":0.2500457231263286,"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."}}