{"id":"W3216421396","doi":"10.1371/journal.pone.0259676","title":"The influence of sex, gender, age, and ethnicity on psychosocial factors and substance use throughout phases of the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Women's Health Research Institute; University of British Columbia","funders":"BC Children's Hospital; Michael Smith Health Research BC; Children’s Hospital of Wisconsin Research Institute","keywords":"Loneliness; Psychosocial; Ethnic group; Medicine; Mental health; Population; Anxiety; Pandemic; Minority stress; Demography; Depression (economics); Public health; Young adult; Gerontology; Sexual orientation; Psychiatry; Clinical psychology; Psychology; Sexual minority; Coronavirus disease 2019 (COVID-19); Environmental health; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009634102,0.0002043592,0.0001863965,0.0003523793,0.0004602818,0.0005749782,0.0002950533,0.0002364323,0.002778157],"category_scores_gemma":[0.003133566,0.0001457126,0.0005330789,0.000317441,0.0003759355,0.0003582031,0.0005411418,0.0003265622,0.0002364785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002777268,"about_ca_system_score_gemma":0.0005688719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162074,"about_ca_topic_score_gemma":0.02491009,"domain_scores_codex":[0.9994035,0.0002276447,0.00002898458,0.0001067086,0.00009409957,0.0001391483],"domain_scores_gemma":[0.9984639,0.0004048076,0.0005540716,0.0001027064,0.000126683,0.0003478715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001475281,0.00003503713,0.9963841,0.000007567778,0.00004675769,0.0000574916,0.0004402644,0.00001622193,0.0003030004,0.0000286524,0.00008347288,0.00244973],"study_design_scores_gemma":[9.58478e-7,0.00007848562,0.9990074,0.000006850682,0.000009734471,0.00004385179,0.000643839,0.00003631761,0.00003512622,0.00001213829,0.000123702,0.000001576677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984369,0.0002835982,0.00005781209,0.00008050002,0.00001613537,0.000006451622,0.0001418678,0.000001556629,0.0009751926],"genre_scores_gemma":[0.9995301,0.0000751663,0.0000362423,0.00002080923,0.000005858014,0.000003396436,0.0000566636,0.000001965691,0.0002699101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162074,"threshold_uncertainty_score":0.02310616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3206219164618956,"score_gpt":0.4403704959255734,"score_spread":0.1197485794636778,"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."}}