{"id":"W3112342472","doi":"10.1002/acr2.11205","title":"Exploring the Mental Health Needs of Persons With Autoimmune Diseases During the Coronavirus Disease 2019 Pandemic: A Proposed Framework for Future Research and Clinical Care","year":2020,"lang":"en","type":"review","venue":"ACR Open Rheumatology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Toronto General Hospital; University of Toronto","funders":"University of Toronto; Arthritis Society; Physicians' Services Incorporated Foundation; Canadian Rheumatology Association","keywords":"Pandemic; Disease; Mental health; Psychological intervention; Feeling; Medicine; Psychological distress; Distress; Isolation (microbiology); Health care; Social isolation; Autoimmune disease; Psychiatry; Psychology; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Clinical psychology; Social psychology; Bioinformatics; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00115981,0.0004752703,0.002334872,0.0001437004,0.001213937,0.00008095302,0.001626191,0.0002736043,0.00006700764],"category_scores_gemma":[0.0001740013,0.0002516718,0.0003419231,0.000555401,0.0009462739,0.0001174705,0.001116735,0.001649453,0.00002239143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000405934,"about_ca_system_score_gemma":0.003489119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002160661,"about_ca_topic_score_gemma":0.0003483779,"domain_scores_codex":[0.9946783,0.002162441,0.001157961,0.0007859412,0.0003231464,0.0008922251],"domain_scores_gemma":[0.9942218,0.00334091,0.0007210567,0.001151854,0.00009259949,0.0004718019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002909924,0.0003686638,0.01844555,0.02539801,0.0008136886,0.00002608987,0.03320928,4.817279e-8,2.112347e-8,0.01123424,0.001103302,0.9064912],"study_design_scores_gemma":[0.001687469,0.001253029,0.01142382,0.00765135,0.0002966681,0.0001823609,0.05950446,8.981559e-7,2.411736e-8,0.0001099758,0.9175834,0.0003065093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009192285,0.9730976,0.00001355198,0.005216719,0.001292435,0.009642018,0.001478939,0.00004607741,0.00002036466],"genre_scores_gemma":[0.007531298,0.9891814,0.00009898505,0.0002884939,0.0001609241,0.002109649,0.0003207918,0.0001079467,0.0002004855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9164801,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3970323242271649,"score_gpt":0.5603679036072635,"score_spread":0.1633355793800986,"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."}}