{"id":"W4206292821","doi":"10.2196/preprints.26550","title":"Digital Interventions to Support Population Mental Health in Canada During the COVID-19 Pandemic: Rapid Review (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Commission of Canada; University Health Network; University of Alberta; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Mental health; PsycINFO; Psychological intervention; Population; Medicine; Telemedicine; Pandemic; Cochrane Library; MEDLINE; Inclusion (mineral); Family medicine; Psychology; Health care; Gerontology; Psychiatry; Environmental health; Coronavirus disease 2019 (COVID-19); Meta-analysis; Political science; Disease","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":[0.007787121,0.001007088,0.004200201,0.00894193,0.001265088,0.004868387,0.002075823,0.001910975,0.008233695],"category_scores_gemma":[0.02940664,0.0005986691,0.00368608,0.01243073,0.0008431551,0.002254491,0.001450558,0.0017245,0.0005621655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01784322,"about_ca_system_score_gemma":0.06488786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1817484,"about_ca_topic_score_gemma":0.4176203,"domain_scores_codex":[0.9961027,0.001127966,0.0008820759,0.0001780343,0.001448997,0.0002602078],"domain_scores_gemma":[0.9783989,0.01175395,0.002564583,0.0002367001,0.006425399,0.000620538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003388743,0.00005560931,0.0003399901,0.7791598,0.00164073,0.00007129952,0.0004598259,0.00009460761,0.0002315204,0.0006447248,0.01489259,0.2020703],"study_design_scores_gemma":[0.0003717056,0.0002665049,0.005076822,0.8721557,0.009238588,0.0001347735,0.0007128315,0.0001017177,0.0002119923,0.0002132749,0.1114675,0.00004869438],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007399629,0.9940468,0.00008506554,0.001033608,0.0004697386,0.001312127,0.000485341,0.00001960751,0.001807748],"genre_scores_gemma":[0.004682849,0.992034,0.0007322483,0.0009144148,0.0001598946,0.0008431217,0.000191015,0.000005767653,0.0004366768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8182516,"threshold_uncertainty_score":0.3613809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1519149978865022,"score_gpt":0.4503440414400651,"score_spread":0.2984290435535629,"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."}}