{"id":"W3199092009","doi":"10.1192/bjo.2021.1002","title":"The COVID-19 pandemic: an opportunity to make mental health a higher public health priority","year":2021,"lang":"en","type":"article","venue":"BJPsych Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Fredericton","funders":"","keywords":"Mental health; Pandemic; Public health; Psychosocial; Recession; Psychiatry; Coronavirus disease 2019 (COVID-19); Social isolation; Isolation (microbiology); Psychology; Mental illness; Medicine; Environmental health; Disease; Nursing; Economics; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004803168,0.0005199892,0.00074942,0.0008225082,0.003436795,0.006301578,0.001076994,0.007118681,0.02630235],"category_scores_gemma":[0.01417726,0.0002435073,0.0009220967,0.0006921574,0.00507949,0.00747333,0.008149782,0.01317751,0.00452407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003949207,"about_ca_system_score_gemma":0.01146664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006589453,"about_ca_topic_score_gemma":0.01903311,"domain_scores_codex":[0.9970478,0.001368707,0.0001360429,0.0001632866,0.0005052919,0.0007788625],"domain_scores_gemma":[0.9882007,0.003939296,0.0008656361,0.000233477,0.001515434,0.005245516],"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":[0.0001157572,0.0001346832,0.004838475,0.002337309,0.0001011321,0.0008074044,0.003088805,0.0001659177,0.000484857,0.06221298,0.671095,0.2546176],"study_design_scores_gemma":[0.00003640989,0.0001788763,0.008874303,0.009171394,0.00005370646,0.001220061,0.01424433,0.0001713033,0.0001789171,0.06492489,0.9008391,0.0001068735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002423487,0.07236145,0.0007242561,0.8941567,0.01231554,0.00002211323,0.000129317,0.00006174509,0.01780541],"genre_scores_gemma":[0.07996317,0.3067546,0.004537159,0.5590206,0.03528653,0.0001184334,0.0005054343,0.0001799965,0.01363393],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02630235,"threshold_uncertainty_score":0.08799011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4727087136765349,"score_gpt":0.5574658769680949,"score_spread":0.08475716329156002,"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."}}