{"id":"W4297858825","doi":"10.5206/uwomj.v89is.13975","title":"The War Within: Mental Health and COVID-19","year":2022,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Virology; Medicine; Psychiatry; Outbreak; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01617322,0.00104153,0.002027674,0.002044513,0.03264286,0.01533799,0.005949586,0.08324924,0.02797157],"category_scores_gemma":[0.04545654,0.001276308,0.001934579,0.001968852,0.02682398,0.009349493,0.01490832,0.08637369,0.004115632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04442435,"about_ca_system_score_gemma":0.1023478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5776465,"about_ca_topic_score_gemma":0.7794492,"domain_scores_codex":[0.9809559,0.004816499,0.001538781,0.001502066,0.004502228,0.006684509],"domain_scores_gemma":[0.9561892,0.01820735,0.002186184,0.0009494652,0.007417492,0.01505041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002132175,0.00001401444,0.0003680259,0.00009370142,0.00001880219,0.0002380625,0.002898143,0.00001483024,0.00003138607,0.03237004,0.9617642,0.002167488],"study_design_scores_gemma":[0.00007071918,0.00002165306,0.003075995,0.001156397,0.00004437635,0.0001702678,0.01180582,0.00003447185,0.00007118213,0.009674771,0.9737847,0.00008949279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004602795,0.003402361,0.00002218693,0.9690708,0.01724837,0.000008482581,0.00005344871,0.000005715818,0.009728501],"genre_scores_gemma":[0.007406619,0.001665145,0.00003240422,0.9671322,0.01171117,0.00003100587,0.00002698913,0.00003459796,0.01195985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5776465,"threshold_uncertainty_score":0.8496817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0431681293448786,"score_gpt":0.345517999104553,"score_spread":0.3023498697596744,"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."}}