{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001425403,0.0002424632,0.0003065729,0.0007161184,0.002826251,0.002826568,0.0005921885,0.0007732313,0.003879],"category_scores_gemma":[0.004407884,0.0002530673,0.0004103823,0.0006700005,0.001184637,0.001158922,0.001163776,0.001757495,0.0004754861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0155664,"about_ca_system_score_gemma":0.01639376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9379466,"about_ca_topic_score_gemma":0.9682484,"domain_scores_codex":[0.9990006,0.0001568306,0.00002732415,0.00009836775,0.0002233153,0.0004936818],"domain_scores_gemma":[0.9977526,0.0003838058,0.0003608394,0.00003561635,0.0007227701,0.0007442945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001042428,0.0003357176,0.8372459,0.00007226202,0.00004866372,0.0001946127,0.1338373,0.00009395666,0.0005468754,0.0004041271,0.005524792,0.02159158],"study_design_scores_gemma":[0.000004246443,0.00005792401,0.8512665,0.00008213864,0.00001490526,0.0000447922,0.1453928,0.0001209621,0.00006720098,0.00009208686,0.0028331,0.0000233986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947001,0.0004303205,0.00005831862,0.001413338,0.00002920262,0.00002311625,0.0002519322,0.000004039036,0.003089826],"genre_scores_gemma":[0.9960373,0.0005473342,0.00009502123,0.0006669839,0.00001024982,0.00002079547,0.0002250653,0.000005103439,0.00239222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06205338,"threshold_uncertainty_score":0.1248376,"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."}}