{"id":"W4308196122","doi":"10.3390/ijerph192114448","title":"Demographic and COVID Experience Predictors of COVID-19 Risk Perception among Chinese Residents in Canada","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Structural equation modeling; Risk perception; Demography; Perception; Pandemic; Psychology; Medicine; Sociology; Statistics; 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":[0.0004979059,0.0002754863,0.0002499298,0.0005919588,0.001605529,0.0007207498,0.0004670751,0.0002565132,0.002114902],"category_scores_gemma":[0.001988862,0.0001872506,0.0004385624,0.001258174,0.0006078285,0.000344143,0.0006698741,0.0006221801,0.0001312066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004389285,"about_ca_system_score_gemma":0.009198968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.912573,"about_ca_topic_score_gemma":0.9395613,"domain_scores_codex":[0.9996065,0.00004149824,0.00002415645,0.00005855326,0.0001063698,0.0001628406],"domain_scores_gemma":[0.9987993,0.00009784647,0.0002703855,0.00005497826,0.0003460755,0.0004312576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001996941,0.00001477463,0.9971234,0.00001101248,0.00001475343,0.00004036479,0.0008513435,0.00003282906,0.00005761662,0.00004702451,0.0002271606,0.001559759],"study_design_scores_gemma":[0.000001979444,0.00001168205,0.9972305,0.00001643361,0.000009317276,0.00002521222,0.002227924,0.0001789523,0.0000192927,0.00002714114,0.0002464572,0.000005202256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998473,0.0001572477,0.00005300584,0.000191183,0.000006117857,0.00001064963,0.0003815434,0.000002206696,0.0007251292],"genre_scores_gemma":[0.9993153,0.0001137931,0.00004894868,0.00003834214,0.000002908215,0.000005991129,0.000252939,0.000001026629,0.0002208191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08742702,"threshold_uncertainty_score":0.1758838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06165611441830929,"score_gpt":0.4352147075947155,"score_spread":0.3735585931764062,"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."}}