{"id":"W4200086945","doi":"10.3390/ijerph19010171","title":"Sociodemographic and COVID-Related Predictors for Mental Health Condition of Mainland Chinese in Canada Amidst the Pandemic","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Memorial University of Newfoundland; Toronto Metropolitan University","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Mental health; Anxiety; Mainland China; Pandemic; Depression (economics); Medicine; Worry; Psychology; Demography; Clinical psychology; Psychiatry; Coronavirus disease 2019 (COVID-19); China; Geography; 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":[0.0003854114,0.0002824506,0.0002338221,0.0007388597,0.001799178,0.000690862,0.0004446564,0.0002863093,0.002432658],"category_scores_gemma":[0.001351141,0.0001703322,0.0004889789,0.001593683,0.0005508455,0.0002888564,0.0005834544,0.000650819,0.0001450309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006144801,"about_ca_system_score_gemma":0.01067105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9496557,"about_ca_topic_score_gemma":0.9686619,"domain_scores_codex":[0.999674,0.00002304923,0.0000227981,0.00004496229,0.00008555361,0.0001497376],"domain_scores_gemma":[0.9990055,0.00007795628,0.0002350522,0.00003887388,0.0002808044,0.0003618131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002266886,0.0000171485,0.9979333,0.00000894703,0.00001608317,0.00005194409,0.0003198357,0.00002112962,0.000073694,0.00002408388,0.0002145177,0.001296699],"study_design_scores_gemma":[0.000001679231,0.00001255606,0.9984484,0.000007985373,0.000008413186,0.0000250252,0.0012072,0.00008337288,0.00001810574,0.000009602544,0.0001743345,0.000003355406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982127,0.0001595688,0.00002430895,0.0001916737,0.000005358782,0.00001429659,0.0006117213,0.000001978579,0.0007784963],"genre_scores_gemma":[0.9989831,0.0001521058,0.0000526177,0.00006528787,0.00000448941,0.000009074956,0.0004035804,9.541155e-7,0.0003287146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05034429,"threshold_uncertainty_score":0.1012815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06495079469840465,"score_gpt":0.4415534832509264,"score_spread":0.3766026885525217,"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."}}