{"id":"W3126811600","doi":"10.2196/25363","title":"Exposure to COVID-19-Related Information and its Association With Mental Health Problems in Thailand: Nationwide, Cross-sectional Survey Study","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Chiang Mai University","keywords":"Mental health; Anxiety; Medicine; Cross-sectional study; Multinomial logistic regression; Logistic regression; Population; Depression (economics); Pandemic; Environmental health; Demography; Psychiatry; Coronavirus disease 2019 (COVID-19); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007452501,0.0002677568,0.0002165476,0.0007233963,0.0005759496,0.0007040292,0.0002964109,0.000365335,0.001952128],"category_scores_gemma":[0.001686896,0.0004332027,0.0004141856,0.001759285,0.0002985954,0.0006631002,0.0007055807,0.000630426,0.0003277352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004695871,"about_ca_system_score_gemma":0.0007546498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02329176,"about_ca_topic_score_gemma":0.02656504,"domain_scores_codex":[0.9993796,0.0001901571,0.0001197804,0.0001159237,0.0001050233,0.00008939263],"domain_scores_gemma":[0.9983832,0.000199427,0.0006903548,0.00009876119,0.0002569318,0.0003714484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002075628,0.00004185584,0.9987559,0.00002320938,0.00002943404,0.00006962525,0.0002650378,0.00001509245,0.00006989869,0.000007068146,0.0001808251,0.0005212585],"study_design_scores_gemma":[0.000003740718,0.00007995895,0.9980918,0.00002301235,0.00002114394,0.0002109585,0.00119893,0.0001173146,0.00002165824,0.0000084428,0.0002179868,0.000005085397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973493,0.0001636555,0.000100453,0.0000777903,0.000006553659,0.0000360759,0.001758168,0.000003793003,0.0005042848],"genre_scores_gemma":[0.9978635,0.0002449915,0.0001404928,0.0001105165,0.00001185193,0.00006769637,0.001274533,0.000002588821,0.0002837832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02329176,"threshold_uncertainty_score":0.04631239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1485777647226927,"score_gpt":0.5292256871385772,"score_spread":0.3806479224158845,"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."}}