{"id":"W3015197879","doi":"10.1016/s2215-0366(20)30168-1","title":"Multidisciplinary research priorities for the COVID-19 pandemic: a call for action for mental health science","year":2020,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":6054,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Medical Research Foundation; John Fell Fund, University of Oxford; Medical Research Council; NIHR Maudsley Biomedical Research Centre; Economic and Social Research Council; University of Cambridge; National Institute for Health Research Southampton Biomedical Research Centre; Uppsala Universitet; Huo Family Foundation; Vetenskapsrådet; University of Glasgow; Chief Scientist Office; King's College London; Scottish Government; Lupina Foundation; Leverhulme Trust; National Institute for Health and Care Research; Department for Business, Energy and Industrial Strategy, UK Government; NHS Health Scotland; Academy of Medical Sciences; MQ: Transforming Mental Health; British Academy; Oak Foundation; National Science Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Call to action; Multidisciplinary approach; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Action (physics); Coronavirus Infections; Betacoronavirus; MEDLINE; Psychology; Medicine; Data science; Psychiatry; Virology; Computer science; Political science; Sociology; Business; Social science; Disease; Infectious disease (medical specialty); Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01117329,0.001397737,0.00462491,0.003066783,0.00168721,0.005347249,0.002983463,0.01368333,0.02629579],"category_scores_gemma":[0.0184694,0.000652002,0.003503236,0.002956393,0.004181144,0.009315178,0.006734822,0.01787979,0.005446577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00766733,"about_ca_system_score_gemma":0.04009022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01507179,"about_ca_topic_score_gemma":0.03001903,"domain_scores_codex":[0.9964449,0.001268132,0.0002960217,0.0002338094,0.001063849,0.0006932791],"domain_scores_gemma":[0.9783975,0.01216379,0.001461254,0.0003438894,0.003736533,0.003896986],"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":[0.0002363445,0.0001351615,0.0003397883,0.02373318,0.0004740055,0.000199314,0.0002284594,0.0003631181,0.0003261986,0.03744639,0.5622585,0.3742596],"study_design_scores_gemma":[0.0001771289,0.00010603,0.001336165,0.03939552,0.0002905575,0.0002193463,0.0008575731,0.0001504391,0.00005901508,0.03026811,0.927061,0.00007907354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007512989,0.8651095,0.0002030164,0.1222535,0.0106888,0.00001370027,0.0001206149,0.00003331339,0.001502376],"genre_scores_gemma":[0.002047946,0.9014035,0.001164082,0.08539183,0.008524205,0.00007072261,0.0002419339,0.00002452537,0.001131281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02629579,"threshold_uncertainty_score":0.08796817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6601174814879861,"score_gpt":0.6481493273325405,"score_spread":0.01196815415544561,"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."}}