{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005479998,0.0002326657,0.0002120747,0.0006363164,0.001031631,0.0008105985,0.0005487375,0.000340774,0.002310649],"category_scores_gemma":[0.003585222,0.0002440001,0.0003434851,0.0008736036,0.0004882165,0.0002857088,0.0006534717,0.0005646974,0.0001585609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003976522,"about_ca_system_score_gemma":0.003812693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7560334,"about_ca_topic_score_gemma":0.816434,"domain_scores_codex":[0.9994695,0.0000603375,0.0000331437,0.00007936959,0.0001543275,0.0002034005],"domain_scores_gemma":[0.9982621,0.0001476512,0.0007750135,0.00008408597,0.0003251685,0.0004059745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004266213,0.00001532466,0.9980039,0.00000867014,0.000008425021,0.00002724085,0.0005219826,0.00002622764,0.00007433174,0.00000630691,0.0001894724,0.001075482],"study_design_scores_gemma":[0.000001080737,0.00001141613,0.999308,0.000006317132,0.000002140915,0.00000996172,0.0005009813,0.00003361366,0.000007779674,0.000003642069,0.0001129399,0.000002205307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978008,0.0001396408,0.00005065676,0.0001903334,0.000006679634,0.00002807574,0.0008719554,0.000003616199,0.0009083145],"genre_scores_gemma":[0.9991369,0.00009495264,0.00003343234,0.0000225045,0.000004363404,0.00001155275,0.0003682463,0.000001182933,0.0003269302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2439666,"threshold_uncertainty_score":0.4908068,"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."}}