{"id":"W4403948735","doi":"10.3390/ijerph21111448","title":"Factors Associated with Impact of Event Scores Among Ontario Education Workers During the COVID-19 Pandemic","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sinai Health System","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Event (particle physics); Environmental health; Betacoronavirus; Medicine; Psychology; Virology; Outbreak; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002485612,0.00006077886,0.0000897266,0.0002708947,0.0002751035,0.0002347634,0.0003505956,0.00002733053,0.0003772007],"category_scores_gemma":[0.0002834527,0.00003401552,0.00006037979,0.0001682977,0.0006180219,0.0004520976,0.00006947352,0.000298245,9.073046e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003087515,"about_ca_system_score_gemma":0.003236922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02810787,"about_ca_topic_score_gemma":0.04699022,"domain_scores_codex":[0.9978414,0.0003179013,0.0002358326,0.0001024943,0.001242756,0.0002596542],"domain_scores_gemma":[0.9990377,0.0003315616,0.0001572367,0.0000507409,0.00005163969,0.0003710976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002840255,0.0001753451,0.9810022,0.000008359073,0.0001468972,0.000003970574,0.01220354,0.00002761007,0.00001476319,0.0002239284,0.0005210423,0.005643987],"study_design_scores_gemma":[0.0001488752,0.0002065745,0.980471,0.00009855423,0.000002397354,0.000003375139,0.01429415,0.000006147829,8.015253e-7,0.0003939766,0.004340379,0.0000338185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946667,0.0004844381,0.0000293098,0.003870605,0.000169809,0.0001500003,0.00001108133,0.000004379395,0.0006136848],"genre_scores_gemma":[0.9972141,0.0006456074,0.000002683521,0.0000467006,0.00008591019,0.00000275195,0.000006335594,0.000004374489,0.001991567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01888234,"threshold_uncertainty_score":0.9783641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1261288650309101,"score_gpt":0.4453263980223355,"score_spread":0.3191975329914254,"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."}}