{"id":"W4378070122","doi":"10.1371/journal.pgph.0001156","title":"Identity and COVID-19 in Canada: Gender, ethnicity, and minority status","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Socioeconomic status; Ethnic group; Demography; Logistic regression; Psychological intervention; Odds ratio; Descriptive statistics; Confidence interval; Odds; Pandemic; Cross-sectional study; Medicine; Environmental health; Geography; Coronavirus disease 2019 (COVID-19); Population; Disease; Political science; 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":[0.0009477016,0.0002568479,0.0003185224,0.0009756795,0.004410953,0.001424858,0.0009744675,0.0003528696,0.003675811],"category_scores_gemma":[0.003582123,0.0001834264,0.0005796211,0.002316582,0.0011974,0.0005114046,0.001539415,0.001004337,0.0001765262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0159191,"about_ca_system_score_gemma":0.03790982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871155,"about_ca_topic_score_gemma":0.9907683,"domain_scores_codex":[0.9990363,0.00008657521,0.00004738396,0.0001133349,0.0002920367,0.000424427],"domain_scores_gemma":[0.9979741,0.0001478062,0.0004914941,0.00005315719,0.000588888,0.0007445939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000538881,0.00002683595,0.9908234,0.00005728115,0.00002281901,0.000113052,0.001947452,0.00004022552,0.00006285599,0.0002435472,0.0009687865,0.005639844],"study_design_scores_gemma":[0.00000370276,0.00001884529,0.9909219,0.0001552956,0.00002482924,0.0001100309,0.006752204,0.0001850555,0.00006035534,0.0001189022,0.001636989,0.00001191623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864953,0.002279131,0.0001967797,0.002154746,0.0000466706,0.00005783482,0.002389995,0.000008000289,0.0063716],"genre_scores_gemma":[0.997645,0.000869064,0.0001683756,0.0001815763,0.000009198077,0.00001103864,0.0004063576,0.000003266783,0.000706153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0159191,"threshold_uncertainty_score":0.1155017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2621336181375561,"score_gpt":0.4608605482414833,"score_spread":0.1987269301039271,"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."}}