{"id":"W3116653495","doi":"10.1139/facets-2020-0082","title":"Easing the disruption of COVID-19: supporting the mental health of the people of Canada—October 2020—an RSC Policy Briefing","year":2020,"lang":"en","type":"article","venue":"FACETS","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Hospital for Sick Children; Lakehead University; Izaak Walton Killam Health Centre; Canadian Psychological Association; University of Regina; University of Calgary; Assembly of First Nations; McGill University; Dalhousie University; University of Toronto; Centre for Addiction and Mental Health","funders":"Royal Society of Canada","keywords":"Mental health; Poverty; Pandemic; Social distance; Social isolation; Disadvantage; Health care; Political science; Psychology; Economic growth; Medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006603658,0.0001187187,0.0002571839,0.00002206106,0.0003606098,0.000006911378,0.0003520278,0.00004078711,0.0002563082],"category_scores_gemma":[0.0002684305,0.00006913338,0.00008343667,0.0003691349,0.0001129391,0.0000413943,0.0001256308,0.0001864772,0.000001701672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004113948,"about_ca_system_score_gemma":0.00387985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7720178,"about_ca_topic_score_gemma":0.5262887,"domain_scores_codex":[0.9980901,0.0004263812,0.0005531829,0.0002118861,0.0003529249,0.0003655481],"domain_scores_gemma":[0.9985436,0.0002022835,0.0006082006,0.0003911438,0.00002979363,0.0002250296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007147412,0.0005571275,0.2830481,0.002190604,0.0002253756,0.000005643348,0.5691813,0.0008619995,0.01219394,0.01713107,0.08588213,0.028008],"study_design_scores_gemma":[0.002563113,0.0007284982,0.7757067,0.0001567414,0.00005485543,0.00006302155,0.09252419,0.001203136,0.002982354,0.0003957893,0.1232723,0.0003493266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8180059,0.0002635874,0.0001180048,0.1797387,0.0003228478,0.0006390354,0.000235744,0.00001261942,0.0006636456],"genre_scores_gemma":[0.9764991,0.00001814455,0.00001456566,0.02317334,0.0001075423,0.00000879598,0.0000182814,0.00001501351,0.000145175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4926586,"threshold_uncertainty_score":0.6882688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05446228140142893,"score_gpt":0.4191985426537542,"score_spread":0.3647362612523253,"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."}}