{"id":"W3135164656","doi":"10.1016/j.jpsychires.2021.02.059","title":"Anxiety, depression and stress during the COVID-19 pandemic: Results from a cross-sectional survey","year":2021,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":138,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Anxiety; Pandemic; Coronavirus disease 2019 (COVID-19); Depression (economics); Mental health; Cross-sectional study; Psychiatry; Psychology; Clinical psychology; Generalized anxiety disorder; Medicine; Disease; Internal medicine","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":[0.00123282,0.0004442415,0.0004123485,0.0007706415,0.0009117328,0.001095796,0.0005950381,0.001647404,0.001121864],"category_scores_gemma":[0.002402909,0.0008906145,0.0008332002,0.001290258,0.0005707059,0.001242103,0.001240308,0.001714057,0.0005080127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000804056,"about_ca_system_score_gemma":0.0007847628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03810818,"about_ca_topic_score_gemma":0.05609821,"domain_scores_codex":[0.9991104,0.0002865499,0.0001127359,0.0001421873,0.0001239291,0.0002241142],"domain_scores_gemma":[0.9979447,0.0002398009,0.0008056226,0.0001355788,0.0002321419,0.0006422683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003938577,0.0001130647,0.9990298,0.000007692045,0.00004474554,0.00002982407,0.0002392953,0.00001844184,0.00006512518,0.000005375478,0.0001244336,0.0002829276],"study_design_scores_gemma":[0.000002473594,0.00006779756,0.9990377,0.000003547544,0.000009131015,0.00003657505,0.0007318213,0.00002519805,0.000008502669,0.000002938284,0.00007120013,0.000003060065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978184,0.00009563335,0.00005925593,0.00008797245,0.00001205558,0.00004476205,0.001461009,0.000002881508,0.0004180903],"genre_scores_gemma":[0.9973708,0.0002106171,0.0001096695,0.0002206962,0.00001739336,0.00007392022,0.001637166,0.000003289348,0.0003564533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03810818,"threshold_uncertainty_score":0.0757727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2385529693456392,"score_gpt":0.5326324045240787,"score_spread":0.2940794351784395,"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."}}