{"id":"W4205094710","doi":"10.1080/09638237.2021.2022637","title":"Perspectives of patients, family members, health professionals and the public on the impact of COVID-19 on mental health","year":2022,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Genentech; Flinders University; Monash University; University of Sydney; Equity Trustees; Pfizer; Australian Government; David and Elaine Potter Foundation; Wellcome Trust; Wellcome; Department of Health, State Government of Victoria; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Mental health; Coronavirus disease 2019 (COVID-19); Public health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychiatry; Health professionals; Psychology; Pandemic; Medicine; Nursing; Family medicine; Health care; Political science; Virology; Disease; Infectious disease (medical specialty)","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":[0.01229354,0.0004591006,0.0005529428,0.0009085001,0.008038552,0.004317227,0.0007591792,0.002243231,0.003567643],"category_scores_gemma":[0.01901912,0.000344749,0.0006967889,0.0007609621,0.006391902,0.003742242,0.007102865,0.004806018,0.0002629383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003139741,"about_ca_system_score_gemma":0.005371052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004890448,"about_ca_topic_score_gemma":0.006099842,"domain_scores_codex":[0.9858337,0.01116084,0.0003429546,0.0002646637,0.0008480317,0.001549791],"domain_scores_gemma":[0.979633,0.01308264,0.001780152,0.0003578901,0.001359802,0.003786544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00011736,0.0001039172,0.03568612,0.0004149009,0.00006475872,0.002402864,0.9329136,0.0001116665,0.0007489642,0.002252304,0.005573648,0.01960992],"study_design_scores_gemma":[0.0000128109,0.0001001178,0.006492804,0.0003280797,0.00002046283,0.0008520464,0.9813311,0.00005945349,0.0001146283,0.0005808997,0.01008455,0.00002319795],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303857,0.003787358,0.0008763712,0.04909075,0.0006050275,0.00008519121,0.0001532576,0.00002373303,0.01499268],"genre_scores_gemma":[0.9922839,0.001731843,0.0002579892,0.005012611,0.0001131814,0.00004926939,0.00003602526,0.000008423125,0.0005068069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01229354,"threshold_uncertainty_score":0.0650152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07617133603617786,"score_gpt":0.4728594417108709,"score_spread":0.396688105674693,"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."}}