{"id":"W3017211918","doi":"10.31014/aior.1994.03.02.109","title":"Emerging Mental Health Issues from the Novel Coronavirus (COVID-19) Pandemic","year":2020,"lang":"en","type":"article","venue":"Journal of Health and Medical Sciences","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Mental health; Pandemic; Social distance; CINAHL; Social isolation; PsycINFO; Public health; Government (linguistics); Isolation (microbiology); Psychology; Psychiatry; Mental illness; Medicine; MEDLINE; Political science; Coronavirus disease 2019 (COVID-19); Psychological intervention; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004638273,0.0001182117,0.0003703556,0.00004517431,0.0008730166,0.00002938558,0.0004463095,0.00006361959,0.0008149043],"category_scores_gemma":[0.0008228873,0.00006680992,0.00006447404,0.0002596972,0.0004816893,0.0001071232,0.00007770229,0.0004782417,0.00001216069],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550272,"about_ca_system_score_gemma":0.006249893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01439749,"about_ca_topic_score_gemma":0.0008162973,"domain_scores_codex":[0.9970212,0.0003792075,0.0008197831,0.0002644403,0.0009873685,0.0005279934],"domain_scores_gemma":[0.9958318,0.0006891565,0.000576917,0.00007996801,0.00001603488,0.002806158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002818289,0.0002121793,0.1651743,0.0001059929,0.00003352829,0.00002671998,0.05280896,0.000002105,0.00002464016,0.001757207,0.06955818,0.7100144],"study_design_scores_gemma":[0.001818584,0.002243593,0.0207261,0.0001613064,0.000005127131,0.0002355391,0.02105183,0.0001260154,8.8184e-7,0.0003992798,0.953137,0.00009469254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2338718,0.06005761,0.001187607,0.7031252,0.001404221,0.000209479,0.00002846941,0.00001879942,0.00009672526],"genre_scores_gemma":[0.541207,0.01842933,0.0003898388,0.4388415,0.001074996,0.000002875854,0.000004814336,0.000006929011,0.00004271415],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8835789,"threshold_uncertainty_score":0.9993837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3729882957389523,"score_gpt":0.5554207898900603,"score_spread":0.182432494151108,"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."}}