{"id":"W3212487473","doi":"10.1136/bmjopen-2021-052259","title":"Supporting population mental health and wellness during the COVID-19 pandemic in Canada: protocol for a sequential mixed-method study","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; Centre for Addiction and Mental Health; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Medicine; Disadvantaged; Public health; Psychological intervention; Pandemic; Population; Digital health; Health care; Public relations; Nursing; Medical education; Environmental health; Coronavirus disease 2019 (COVID-19); Psychiatry; Political science","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":[0.06909029,0.004697275,0.005503057,0.00497396,0.009473866,0.007226217,0.005675575,0.00575813,0.09515873],"category_scores_gemma":[0.04922801,0.005042849,0.005051194,0.006031532,0.003845217,0.003217259,0.002963166,0.0080126,0.01375436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03531957,"about_ca_system_score_gemma":0.1318241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1925667,"about_ca_topic_score_gemma":0.3656769,"domain_scores_codex":[0.9728053,0.01372511,0.0037845,0.002451255,0.003864427,0.003369445],"domain_scores_gemma":[0.9641367,0.008552422,0.003238882,0.003735362,0.0170611,0.003275508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.1207526,0.03471749,0.01128316,0.1041592,0.002015516,0.002766689,0.03919903,0.01530153,0.008570204,0.04053615,0.2659589,0.3547395],"study_design_scores_gemma":[0.1781614,0.01828487,0.05987626,0.05050068,0.001345336,0.0003233818,0.01728144,0.009896637,0.007517614,0.02135983,0.6342178,0.001234761],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006933663,0.00006368937,0.0009400129,0.00009489109,0.00006222225,0.9961389,0.001367589,0.00003085882,0.0006085573],"genre_scores_gemma":[0.0004569505,0.00005398218,0.001762404,0.00006194278,0.000007474736,0.9972878,0.0001435739,0.000002920888,0.0002230311],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8074333,"threshold_uncertainty_score":0.3828917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2050307017300393,"score_gpt":0.5858487777678812,"score_spread":0.3808180760378419,"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."}}