{"id":"W4409638139","doi":"10.20944/preprints202504.1572.v1","title":"Risk Factors for Infection with SARS-CoV-2; A Prospective Cohort of Teachers and Education Workers, 2021–2023","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Prospective cohort study; Cohort; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Coronavirus disease 2019 (COVID-19); Medicine; Cohort study; Virology; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003705026,0.0003764812,0.0002418687,0.0004800782,0.001123781,0.0006780935,0.0003707017,0.0005068717,0.002350505],"category_scores_gemma":[0.0006381135,0.0005556828,0.0003762388,0.0007706915,0.0002535818,0.0004589652,0.0003771747,0.0006669203,0.0007140576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008465077,"about_ca_system_score_gemma":0.001682698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2586081,"about_ca_topic_score_gemma":0.3132402,"domain_scores_codex":[0.9997063,0.00002492608,0.00001331821,0.00005856581,0.00008268118,0.0001141456],"domain_scores_gemma":[0.9995035,0.0000175113,0.0001634381,0.00002829404,0.00009626688,0.0001908928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007843553,0.00003274685,0.9990395,0.000003729036,0.00001179269,0.00003799784,0.00009413727,0.00001013671,0.0001616757,0.000004962949,0.0001976124,0.0003274012],"study_design_scores_gemma":[0.000006258813,0.00004056947,0.9993734,0.000003719242,0.000005535574,0.00004997226,0.0002914079,0.00003787164,0.00001698468,0.000002901683,0.0001693701,0.000001991524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972985,0.000131832,0.00006653159,0.00005327737,0.000009050206,0.00002486822,0.001752813,0.000004150977,0.0006589508],"genre_scores_gemma":[0.9974342,0.0001280447,0.0000655487,0.00004664898,0.00001119137,0.00003573269,0.001290816,0.000002688917,0.0009852623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2586081,"threshold_uncertainty_score":0.5142057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106380708376169,"score_gpt":0.4482600411285246,"score_spread":0.3418793327523556,"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."}}