{"id":"W4404165780","doi":"10.32920/27638013","title":"Demographic and COVID Experience Predictors of COVID-19 Risk Perception among Chinese Residents in Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Perception; Risk perception; Pandemic; Psychology; Medicine; Virology; Disease; Outbreak; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0005088186,0.0002792588,0.0002456986,0.0006200508,0.001587381,0.000728564,0.0005055142,0.0002752867,0.002162184],"category_scores_gemma":[0.001831207,0.0001967649,0.000468479,0.001297741,0.0006089592,0.0003432162,0.0007200711,0.0006300311,0.0001476721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004516468,"about_ca_system_score_gemma":0.009279232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9159541,"about_ca_topic_score_gemma":0.9441667,"domain_scores_codex":[0.9996234,0.00003851201,0.00002393129,0.00005832107,0.00009939804,0.0001563333],"domain_scores_gemma":[0.9988857,0.00008818648,0.0002486483,0.00005428029,0.0003201837,0.0004030624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001898857,0.00001538142,0.9973167,0.0000102618,0.00001395338,0.00003584294,0.0008352041,0.00003251728,0.00005617175,0.00004216827,0.0002310294,0.001391811],"study_design_scores_gemma":[0.000001924592,0.00001171765,0.9973036,0.00001554975,0.000008759149,0.00002144258,0.002178459,0.0001827259,0.00001845204,0.0000224376,0.0002299702,0.000004967488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986041,0.0001300968,0.00004352242,0.0001758617,0.000005539808,0.00001063279,0.0003995417,0.00000206522,0.0006284949],"genre_scores_gemma":[0.999299,0.0001017536,0.00004505434,0.00003655484,0.000002751236,0.000006817873,0.0002762765,0.000001050348,0.0002307421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08404589,"threshold_uncertainty_score":0.1690816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888733980007219,"score_gpt":0.3832397154299215,"score_spread":0.3543523756298493,"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."}}