{"id":"W4386116452","doi":"10.1017/dmp.2023.125","title":"Examining How Young Adults Perceive, Understand, and Respond to SARS-CoV-2 Variants in Canada and France: Implications for Public Health Preparedness Efforts","year":2023,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; British Columbia Centre on Substance Use; University of British Columbia","funders":"Canadian Institutes of Health Research; Agence Nationale de la Recherche; Michael Smith Health Research BC","keywords":"Preparedness; Coronavirus disease 2019 (COVID-19); Content (measure theory); Public health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Action (physics); Disaster planning; Public relations; Psychology; Political science; Medicine; Environmental health; Suicide prevention; Poison control; Nursing; Virology; Disease; Law; Infectious disease (medical specialty)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002972021,0.0003693826,0.000822345,0.00060344,0.0006406914,0.00009296981,0.0002270955,0.0001332791,0.0000224022],"category_scores_gemma":[0.0004576558,0.0003407182,0.00002331421,0.001107732,0.0001848465,0.0003345902,0.00016857,0.0002700152,0.000001769064],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365239,"about_ca_system_score_gemma":0.006264997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6627547,"about_ca_topic_score_gemma":0.8729047,"domain_scores_codex":[0.9954703,0.0005676844,0.0008584137,0.001183371,0.0003384103,0.001581768],"domain_scores_gemma":[0.9968333,0.0008305624,0.0002976397,0.0006115998,0.0001373293,0.001289578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003085409,0.000116336,0.1548454,0.00207832,0.00004445862,0.00001393806,0.7112299,3.708483e-7,0.0000198902,0.0009872572,0.03325056,0.097105],"study_design_scores_gemma":[0.004425912,0.001013597,0.5067223,0.0005407143,0.000009336629,0.00007550821,0.4414808,0.0001691819,1.296846e-7,0.0001475982,0.04505413,0.0003607726],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230174,0.001119691,0.0007516868,0.07075875,0.001030382,0.00257732,0.0003907948,0.00008795146,0.0002659912],"genre_scores_gemma":[0.9774436,0.0004216786,0.00006943762,0.02047145,0.0001783505,0.0007418387,0.0003131104,0.00005343924,0.000307047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3518769,"threshold_uncertainty_score":0.9999045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2127399407458587,"score_gpt":0.4273953854623748,"score_spread":0.2146554447165162,"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."}}