{"id":"W3036710506","doi":"10.1016/j.jagp.2020.06.013","title":"Experiences of American Older Adults with Pre-existing Depression During the Beginnings of the COVID-19 Pandemic: A Multicity, Mixed-Methods Study","year":2020,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":141,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Depression (economics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Gerontology; Clinical psychology; Psychiatry; Medicine; Virology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001147231,0.0002840885,0.0008040835,0.0001647972,0.0002945772,0.00001635656,0.0009670036,0.00004190106,0.00006252101],"category_scores_gemma":[0.0003325615,0.0001553572,0.0002516085,0.001716383,0.000978527,0.0000915135,0.000206883,0.0005865548,7.359921e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001288799,"about_ca_system_score_gemma":0.0008112619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003125887,"about_ca_topic_score_gemma":0.0001179173,"domain_scores_codex":[0.9959664,0.001415506,0.001172532,0.0004133943,0.0006186468,0.0004135728],"domain_scores_gemma":[0.9943426,0.0007934622,0.003846458,0.0004927804,0.0001385461,0.000386162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002667554,0.0005231971,0.7667781,0.0001481337,0.0001491698,0.000006313241,0.1984918,0.0000733907,0.0001556173,0.00000534587,0.000200658,0.03080076],"study_design_scores_gemma":[0.002416771,0.002791427,0.5619249,0.000113366,0.0001396586,0.0001948419,0.4319531,0.00002513772,0.000053781,0.000007564121,0.0002172437,0.0001621832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928761,0.0008710112,0.002809352,0.001593327,0.001064541,0.0006795102,0.000007882977,0.00002484469,0.00007350685],"genre_scores_gemma":[0.9920893,0.00004993278,0.005716974,0.001671257,0.0003822598,0.0000391695,3.288155e-7,0.00003411651,0.00001661169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2334614,"threshold_uncertainty_score":0.6335284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152704232168781,"score_gpt":0.4176368251535866,"score_spread":0.3861097828318988,"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."}}