{"id":"W4206300177","doi":"10.31219/osf.io/cmnef","title":"Canadian perspectives of digital mental health supports: Findings from a national survey conducted during the COVID-19 pandemic","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Digital health; Seekers; Health care; Pandemic; Psychology; Mental health care; Population; Nursing; Medicine; Psychiatry; Coronavirus disease 2019 (COVID-19); Environmental health; Disease; Political science; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002600917,0.0003475397,0.0005038079,0.002209941,0.01460206,0.004104414,0.001637412,0.001160419,0.005075662],"category_scores_gemma":[0.008540422,0.0004688317,0.0007953232,0.006682636,0.001800824,0.001488382,0.003900193,0.002377833,0.000252689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07352149,"about_ca_system_score_gemma":0.1332899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979038,"about_ca_topic_score_gemma":0.998518,"domain_scores_codex":[0.9965715,0.0003887494,0.0001528065,0.0002096768,0.001336669,0.001340647],"domain_scores_gemma":[0.9919783,0.0006218137,0.001127131,0.0001288445,0.003329534,0.002814336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001791273,0.0001771732,0.7715943,0.0007447079,0.00009903027,0.001107442,0.1456895,0.0002484997,0.0003940292,0.002373985,0.03565875,0.0417334],"study_design_scores_gemma":[0.00002719047,0.00006698663,0.7210783,0.0006058844,0.00005464729,0.0002838772,0.2430327,0.0003322766,0.00008740636,0.0002002095,0.03412642,0.0001041012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340634,0.004030031,0.0001650237,0.02675017,0.0001325439,0.0002544953,0.008063422,0.00002089654,0.02651998],"genre_scores_gemma":[0.9903361,0.003020144,0.0003096292,0.00315217,0.00003280671,0.00007186038,0.001277556,0.000009586191,0.001790191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07352149,"threshold_uncertainty_score":0.5334383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211722565697738,"score_gpt":0.4325083660655591,"score_spread":0.3113361094957853,"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."}}