{"id":"W4386271538","doi":"10.1177/00207640231194489","title":"Factors associated with mental health service use during the pandemic: Initiation and barriers","year":2023,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Université de Montréal; Mental Health Commission of Canada; Carleton University; Centre Hospitalier Universitaire de Sherbrooke; Concordia University; Institut Universitaire de Gériatrie de Montréal; McGill University; Douglas Mental Health University Institute; Université de Sherbrooke; Hôpital Charles-Le Moyne; Alberta Health Services","funders":"Health Canada; Partenariat Canadien Contre Le Cancer; Dalhousie University; Canadian Institutes of Health Research; Alberta Cancer Foundation; Public Health Agency; Public Health Agency of Canada; Alberta Health Services","keywords":"Mental health; Pandemic; Depression (economics); Anxiety; Medicine; Gerontology; Multinomial logistic regression; Household income; Environmental health; Psychiatry; Psychology; Coronavirus disease 2019 (COVID-19); Disease; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001207103,0.0001631526,0.0002430778,0.0006121484,0.0005107285,0.0007123578,0.000379872,0.0003624478,0.002073165],"category_scores_gemma":[0.00483927,0.0001850012,0.0005363857,0.00087241,0.0004548103,0.0004732797,0.0009549231,0.0008640017,0.0001194115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007212812,"about_ca_system_score_gemma":0.001585837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07112039,"about_ca_topic_score_gemma":0.08782674,"domain_scores_codex":[0.9992239,0.0002012354,0.00008291475,0.00009054428,0.00014937,0.0002519543],"domain_scores_gemma":[0.9960158,0.000942939,0.001941794,0.0001406386,0.0002866229,0.000672107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000188164,0.00002043617,0.9977084,0.00002137972,0.00002166064,0.00002874899,0.0004535115,0.00002994903,0.00003796995,0.00002524849,0.00008432595,0.001549501],"study_design_scores_gemma":[6.735827e-7,0.0000128971,0.9987031,0.00003134459,0.000005697749,0.00003690907,0.001006796,0.0000568258,0.00001265687,0.00001397135,0.0001164066,0.000002631919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975776,0.0004857091,0.00008175415,0.0003135476,0.000008322691,0.00003810026,0.0003851843,0.000002345232,0.001107449],"genre_scores_gemma":[0.9993982,0.000236939,0.0000736324,0.00003249692,0.000008123091,0.00001600918,0.0001480204,0.000001096647,0.00008556828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07112039,"threshold_uncertainty_score":0.1414129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06877176673248447,"score_gpt":0.3934198055285505,"score_spread":0.3246480387960661,"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."}}