{"id":"W3167549329","doi":"10.1016/j.jadr.2021.100167","title":"A cross-sectional survey of activities to support mental wellness during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Affective Disorders Reports","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Mental health; Pandemic; Anxiety; Population; Cross-sectional study; Depression (economics); Social distance; Distress; Public health; Medicine; Psychiatry; Psychological intervention; Psychology; Coronavirus disease 2019 (COVID-19); Gerontology; Environmental health; Clinical psychology; Disease; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002375213,0.0001763102,0.0003906413,0.000184919,0.0002747429,0.00003479348,0.0001377002,0.0001010025,0.00121997],"category_scores_gemma":[0.0008555772,0.0001384181,0.0002369204,0.0004338069,0.0001623764,0.0001567474,0.00009426869,0.0003559022,0.000004131751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000831157,"about_ca_system_score_gemma":0.001677194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0026956,"about_ca_topic_score_gemma":0.00726513,"domain_scores_codex":[0.9974603,0.0005872623,0.0008058348,0.0003186946,0.0005159461,0.0003119644],"domain_scores_gemma":[0.9974955,0.000816369,0.0009132373,0.0002949299,0.0002154274,0.0002645525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008869332,0.0004328266,0.9895902,0.0000940485,0.0002192117,0.0004735017,0.00299996,0.0001319514,0.001576553,0.00001867677,0.0008099639,0.002766184],"study_design_scores_gemma":[0.0009936641,0.0004552186,0.9827173,0.00001454553,0.0000171166,0.006071939,0.002144303,5.435828e-7,0.0009320028,0.0001337989,0.006384983,0.0001345283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944376,0.0003104951,0.0003915344,0.0002396264,0.002582938,0.0003495487,0.00005812752,0.00001336623,0.001616721],"genre_scores_gemma":[0.997245,0.00006535835,0.000007865585,0.0006143993,0.0001039147,0.0000206289,0.00001595368,0.00002213439,0.001904815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006872832,"threshold_uncertainty_score":0.999693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0648072572334248,"score_gpt":0.435072821745234,"score_spread":0.3702655645118093,"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."}}