{"id":"W3089992499","doi":"10.1001/jamainternmed.2020.3271","title":"COVID-19 and Psychological Distress—Changes in Internet Searches for Mental Health Issues in New York During the Pandemic","year":2020,"lang":"en","type":"letter","venue":"JAMA Internal Medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Agency for Healthcare Research and Quality; National Institutes of Health; Laura and John Arnold Foundation; National Heart, Lung, and Blood Institute; Greenwall Foundation","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Mental health; Psychological distress; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychiatry; Distress; The Internet; Coronavirus Infections; MEDLINE; Clinical psychology; Virology; World Wide Web; Disease; Infectious disease (medical specialty); Pathology","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":[0.004912988,0.0003043886,0.0005382941,0.0007899725,0.004423426,0.003017849,0.001015734,0.01547887,0.009469544],"category_scores_gemma":[0.02235022,0.0003827965,0.0005011067,0.0008337835,0.001257053,0.002259385,0.001623268,0.009290501,0.002305245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004321884,"about_ca_system_score_gemma":0.01106967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1193344,"about_ca_topic_score_gemma":0.2977686,"domain_scores_codex":[0.9976439,0.0008711762,0.0004048148,0.0001516189,0.0004653064,0.0004632738],"domain_scores_gemma":[0.9829029,0.008130099,0.001329834,0.0003495157,0.002273261,0.005014441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002137273,0.0001778516,0.02504973,0.00009910174,0.00002039918,0.0008898702,0.001304528,0.00003532099,0.0002505243,0.0008007343,0.9472332,0.02392506],"study_design_scores_gemma":[0.0006330398,0.0006015358,0.2194791,0.001719553,0.0001214915,0.0008631077,0.01375603,0.001085458,0.0005748117,0.002913912,0.7580793,0.0001726298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01034469,0.001214471,0.00003921525,0.9751556,0.005027017,0.00004861502,0.0005881758,0.00002923536,0.007553084],"genre_scores_gemma":[0.03450089,0.001547268,0.0001821361,0.9354221,0.009541626,0.0002411766,0.0003764031,0.00003735692,0.0181511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1193344,"threshold_uncertainty_score":0.2372795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1739832456571474,"score_gpt":0.4324198453551102,"score_spread":0.2584365996979628,"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."}}