{"id":"W3200783860","doi":"10.33137/ijidi.v5i3.36193","title":"Sources of COVID-19 Information Seeking and their Associations with Self-Perceived Mental Health among Canadians","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"University of Toronto","keywords":"Odds; Mental health; Coronavirus disease 2019 (COVID-19); Logistic regression; Social media; 2019-20 coronavirus outbreak; Health information; Odds ratio; Psychology; Environmental health; Demography; Medicine; Gerontology; Political science; Psychiatry; Health care; Sociology","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":[0.001674948,0.000380276,0.0004242047,0.00476794,0.00376501,0.002417514,0.001125264,0.0004944062,0.003635099],"category_scores_gemma":[0.008999835,0.0003287437,0.0006192774,0.01049772,0.0006536947,0.000731903,0.001926627,0.000975567,0.0003302799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01786222,"about_ca_system_score_gemma":0.02863391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882532,"about_ca_topic_score_gemma":0.991429,"domain_scores_codex":[0.9984103,0.0001386712,0.0001047561,0.0001569118,0.0006892033,0.0005000742],"domain_scores_gemma":[0.9911755,0.0008746666,0.002397247,0.0002886365,0.003801825,0.001462006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005588406,0.00004175619,0.9884036,0.0000924429,0.00005465863,0.00005053241,0.003439888,0.00005568604,0.00004888912,0.0002141448,0.002230876,0.005311619],"study_design_scores_gemma":[0.000004089623,0.00001582439,0.9905248,0.0001103719,0.00002536083,0.00003558072,0.006324804,0.0001427518,0.00003961708,0.00003656741,0.002720228,0.00001993664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563561,0.001226393,0.0001666757,0.001123296,0.00003100022,0.0001271858,0.03370142,0.0000192924,0.007248573],"genre_scores_gemma":[0.9867051,0.0008671646,0.0004192436,0.0001572053,0.00001334269,0.00007319378,0.01027702,0.00001042575,0.001477235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01786222,"threshold_uncertainty_score":0.1296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468586946522469,"score_gpt":0.2699737858032424,"score_spread":0.2552879163380177,"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."}}