{"id":"W4387818019","doi":"10.1017/ash.2023.442","title":"SARS-CoV-2 infection among healthcare workers: the role of occupational and household exposures during the first three pandemic waves in Quebec, Canada","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Institut universitaire de cardiologie et de pneumologie de Québec; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Ministère de la Santé et des Services Sociaux (Québec); Université Laval; Institut National de Santé Publique du Québec","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux","keywords":"Pandemic; Health care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Coronavirus disease 2019 (COVID-19); Occupational exposure; Medicine; 2019-20 coronavirus outbreak; Virology; Economic growth; Outbreak; Disease; Economics; Infectious disease (medical specialty); Pathology","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":[0.0008796431,0.0004935899,0.0003162861,0.0007488361,0.001629697,0.001068228,0.001124405,0.0006157227,0.001956939],"category_scores_gemma":[0.001514181,0.0002729732,0.0005088754,0.001617713,0.0005474386,0.0004558025,0.0007327068,0.0007180116,0.0002355788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01412405,"about_ca_system_score_gemma":0.01433514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.989706,"about_ca_topic_score_gemma":0.990334,"domain_scores_codex":[0.999356,0.00006566523,0.00002893275,0.0001140824,0.0001420895,0.0002931966],"domain_scores_gemma":[0.9983041,0.00009365863,0.0003650846,0.00005256269,0.0007228332,0.0004616643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004986505,0.00001690734,0.9967331,0.00001473364,0.00002248713,0.0000430759,0.0002872481,0.0001041937,0.0001151459,0.00001763388,0.0004131697,0.002182431],"study_design_scores_gemma":[0.00000230584,0.00001465707,0.9989543,0.00001969161,0.000006561152,0.00002099566,0.0004918554,0.0002209096,0.00002152688,0.000005082832,0.0002380654,0.00000413622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941493,0.001151277,0.0001660675,0.0004304834,0.00001560047,0.00003741926,0.00286556,0.00001063028,0.001173652],"genre_scores_gemma":[0.9976166,0.0003988552,0.00009987035,0.00007801862,0.000006220409,0.00001120066,0.0011002,0.000003814391,0.0006852272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01412405,"threshold_uncertainty_score":0.1024777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2066906674521112,"score_gpt":0.3949798475118956,"score_spread":0.1882891800597844,"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."}}