{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4572,"total_is_capped":false,"direct_labels_cover":32,"predictions_cover":4572,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"f5229d637040","filters":{"topic":"COVID-19 and Mental Health"}},"results":[{"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":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","authors":[{"name":"Emily A. Holmes","is_ca":false},{"name":"Rory C. O’Connor","is_ca":false},{"name":"V. Hugh Perry","is_ca":false},{"name":"Irene Tracey","is_ca":false},{"name":"Simon Wessely","is_ca":false},{"name":"Louise Arseneault","is_ca":false},{"name":"Clive Ballard","is_ca":false},{"name":"Helen Christensen","is_ca":false},{"name":"Roxane Cohen Silver","is_ca":false},{"name":"Ian Everall","is_ca":false},{"name":"Tamsin Ford","is_ca":false},{"name":"Ann John","is_ca":false},{"name":"Thomas Kabir","is_ca":false},{"name":"Kate King","is_ca":false},{"name":"Ira Madan","is_ca":false},{"name":"Susan Michie","is_ca":false},{"name":"Andrew K Przybylski","is_ca":false},{"name":"Roz Shafran","is_ca":false},{"name":"Angela Sweeney","is_ca":false},{"name":"Carol M. Worthman","is_ca":false},{"name":"Lucy Yardley","is_ca":false},{"name":"Katherine Cowan","is_ca":false},{"name":"Claire Cope","is_ca":false},{"name":"Matthew Hotopf","is_ca":false},{"name":"Edward T. Bullmore","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6601174814879861,"gpt":0.6481493273325405,"spread":0.01196815415544561,"validation_status":"score_only:v0-immature-baseline"},"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"},"labels":[],"label_agreement":null},{"id":"W3047898105","doi":"10.1016/j.jad.2020.08.001","title":"Impact of COVID-19 pandemic on mental health in the general population: A systematic review","year":2020,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5367,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Brain and Cognition Discovery Foundation; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; Janssen Canada; H. Lundbeck A/S; Shire; Stanley Medical Research Institute","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Population; Psychiatry; Psychology; Medicine; Virology; Environmental health; Disease; Outbreak; Infectious disease (medical specialty)","authors":[{"name":"Jiaqi Xiong","is_ca":true},{"name":"Orly Lipsitz","is_ca":true},{"name":"Flora Nasri","is_ca":true},{"name":"Leanna M.W. Lui","is_ca":true},{"name":"Hartej Gill","is_ca":true},{"name":"Lee Phan","is_ca":true},{"name":"David Chen‐Li","is_ca":true},{"name":"Michelle Iacobucci","is_ca":true},{"name":"Roger Ho","is_ca":false},{"name":"Amna Majeed","is_ca":true},{"name":"Roger S. McIntyre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1106573242217266,"gpt":0.5302851882345723,"spread":0.4196278640128457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003232672,0.001305936,0.006122462,0.00518762,0.000472961,0.002340862,0.001171578,0.002137667,0.005294519],"category_scores_gemma":[0.01712557,0.0008319755,0.008266448,0.00648849,0.0006085769,0.001539878,0.001844771,0.001534063,0.0002987831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003088305,"about_ca_system_score_gemma":0.009506628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02152706,"about_ca_topic_score_gemma":0.0648348,"domain_scores_codex":[0.9977118,0.0005647673,0.0007903971,0.0002942,0.0004718025,0.0001670374],"domain_scores_gemma":[0.9925529,0.005092092,0.001524775,0.0001002127,0.0005353055,0.0001946074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003188714,0.00003073463,0.002609883,0.932724,0.02123179,0.0001196312,0.0001467945,0.0001312928,0.0001120265,0.0002228265,0.003006168,0.03934607],"study_design_scores_gemma":[0.000392604,0.0002368171,0.01559127,0.7746819,0.1849016,0.000456716,0.0005231279,0.000104936,0.0001162816,0.0004181269,0.02249919,0.00007736924],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000719942,0.9984884,0.00003606462,0.0001511326,0.000091175,0.00006922489,0.0003324884,0.000004036149,0.0001074291],"genre_scores_gemma":[0.01016865,0.988893,0.0001441168,0.0004526385,0.00005263126,0.00008593305,0.0001415297,0.000002310655,0.00005921246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02152706,"threshold_uncertainty_score":0.04280353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016902371","doi":"10.1038/s41562-020-0884-z","title":"Using social and behavioural science to support COVID-19 pandemic response","year":2020,"lang":"en","type":"review","venue":"Nature Human Behaviour","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5060,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; University of British Columbia; University of Regina","funders":"U.S. Department of Health and Human Services","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Coping (psychology); Behavioural sciences; Public health; Psychology; Social distance; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Public relations; Sociology; Political science; Medicine; Social science; Infectious disease (medical specialty); Psychiatry","authors":[{"name":"Jay Joseph Van Bavel","is_ca":false},{"name":"Katherine Baicker","is_ca":false},{"name":"Paulo S. Boggio","is_ca":false},{"name":"Valerio Capraro","is_ca":false},{"name":"Aleksandra Cichocka","is_ca":false},{"name":"Mina Cikara","is_ca":false},{"name":"Molly J. Crockett","is_ca":false},{"name":"Alia J. Crum","is_ca":false},{"name":"Karen M. Douglas","is_ca":false},{"name":"James Druckman","is_ca":false},{"name":"John Drury","is_ca":false},{"name":"Oeindrila Dube","is_ca":false},{"name":"Naomi Ellemers","is_ca":false},{"name":"Eli J. Finkel","is_ca":false},{"name":"James H. Fowler","is_ca":false},{"name":"Michele J. Gelfand","is_ca":false},{"name":"Shihui Han","is_ca":false},{"name":"S. Alexander Haslam","is_ca":false},{"name":"Jolanda Jetten","is_ca":false},{"name":"Shinobu Kitayama","is_ca":false},{"name":"Dean Mobbs","is_ca":false},{"name":"Lucy E. Napper","is_ca":false},{"name":"Dominic J. Packer","is_ca":false},{"name":"Gordon Pennycook","is_ca":true},{"name":"Ellen Peters","is_ca":false},{"name":"Richard E. Petty","is_ca":false},{"name":"David G. Rand","is_ca":false},{"name":"Stephen Reicher","is_ca":false},{"name":"Simone Schnall","is_ca":false},{"name":"Azim Shariff","is_ca":true},{"name":"Linda J. Skitka","is_ca":false},{"name":"Sandra Susan Smith","is_ca":false},{"name":"Cass R. Sunstein","is_ca":false},{"name":"Nassim Tabri","is_ca":true},{"name":"Joshua A. Tucker","is_ca":false},{"name":"Sander van der Linden","is_ca":false},{"name":"Paul A. M. Van Lange","is_ca":false},{"name":"Kim A. Weeden","is_ca":false},{"name":"Michael J. A. Wohl","is_ca":true},{"name":"Jamil Zaki","is_ca":false},{"name":"Sean R. Zion","is_ca":false},{"name":"Robb Willer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4537085195442988,"gpt":0.595649665357856,"spread":0.1419411458135572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002875206,0.001018883,0.002094824,0.00274278,0.0004521438,0.001936348,0.0013259,0.003058751,0.006286261],"category_scores_gemma":[0.008151105,0.0003905817,0.001187521,0.002283075,0.001363581,0.001825227,0.001696416,0.004057759,0.001605117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193525,"about_ca_system_score_gemma":0.00518266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008193101,"about_ca_topic_score_gemma":0.01692201,"domain_scores_codex":[0.9993632,0.0002368024,0.0000814767,0.00008922823,0.0001725503,0.00005672021],"domain_scores_gemma":[0.9953625,0.003634203,0.0002864669,0.00006548546,0.0004941422,0.0001572682],"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":[0.00006609185,0.0001094693,0.000390943,0.03865417,0.0003398623,0.00005170983,0.0001236432,0.0002955395,0.000157315,0.008118509,0.02950813,0.9221846],"study_design_scores_gemma":[0.00009702818,0.0001853866,0.005403703,0.1155029,0.0007684573,0.0003355114,0.0005540158,0.0002087624,0.0001515977,0.01657072,0.8601503,0.00007158081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002978562,0.9979709,0.00005060615,0.001134983,0.0002509716,0.0000046728,0.00001557275,0.000002561983,0.0005399389],"genre_scores_gemma":[0.0007132692,0.9976725,0.0001658423,0.0008919058,0.0003572878,0.00001199193,0.00002397779,0.000001255003,0.000161884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008193101,"threshold_uncertainty_score":0.02102965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3190876559","doi":"10.1001/jamapediatrics.2021.2482","title":"Global Prevalence of Depressive and Anxiety Symptoms in Children and Adolescents During COVID-19","year":2021,"lang":"en","type":"review","venue":"JAMA Pediatrics","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2762,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Anxiety; PsycINFO; Depression (economics); Mental health; MEDLINE; Psychiatry; Prevalence; Pediatrics; Epidemiology; Internal medicine","authors":[{"name":"Nicole Racine","is_ca":true},{"name":"Brae Anne McArthur","is_ca":true},{"name":"Jessica E. Cooke","is_ca":true},{"name":"Rachel Eirich","is_ca":true},{"name":"Jenney Zhu","is_ca":true},{"name":"Sheri Madigan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02859502644015521,"gpt":0.3911964703096893,"spread":0.3626014438695341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01221882,0.0005740495,0.003620354,0.00763978,0.0004562393,0.003042307,0.001472948,0.00116657,0.004157691],"category_scores_gemma":[0.05085154,0.0005807384,0.003181966,0.01132125,0.0009555566,0.00230298,0.002164919,0.001509397,0.0002357055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003996662,"about_ca_system_score_gemma":0.004964454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01894032,"about_ca_topic_score_gemma":0.0339711,"domain_scores_codex":[0.9887988,0.003474507,0.00482265,0.0009400832,0.001511068,0.0004529369],"domain_scores_gemma":[0.9572691,0.02320454,0.01553389,0.0006417788,0.002661816,0.0006887763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001215522,0.0000398282,0.05969542,0.8568037,0.01075642,0.0002467603,0.002630385,0.0001328029,0.0001949337,0.00060287,0.005704821,0.06197658],"study_design_scores_gemma":[0.0005671504,0.0004287797,0.2229616,0.7310946,0.0194631,0.0008079673,0.003648246,0.00008272827,0.0001902688,0.0005647696,0.02010125,0.00008948114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02197643,0.9631836,0.0001756035,0.001333178,0.000249423,0.001189706,0.009796118,0.00001140351,0.002084539],"genre_scores_gemma":[0.3066464,0.6780642,0.002304883,0.002415167,0.0003406424,0.004559905,0.005275574,0.00001775357,0.0003754103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01894032,"threshold_uncertainty_score":0.06462008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016216556","doi":"10.1016/j.bbi.2020.04.028","title":"A longitudinal study on the mental health of general population during the COVID-19 epidemic in China","year":2020,"lang":"en","type":"article","venue":"Brain Behavior and Immunity","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2676,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"Quỹ Đổi mới sáng tạo Vingroup; Huaibei Normal University; National University of Singapore; Tập đoàn Vingroup - Công ty CP","keywords":"Anxiety; Mental health; Depression (economics); Longitudinal study; Population; Psychopathology; Medicine; Pandemic; Psychiatry; Psychology; Clinical psychology; Panic; Demography; Distress; Coronavirus disease 2019 (COVID-19); Disease; Environmental health; Internal medicine; Infectious disease (medical specialty)","authors":[{"name":"Cuiyan Wang","is_ca":false},{"name":"Xiaoyang Wan","is_ca":false},{"name":"Yilin Tan","is_ca":false},{"name":"Linkang Xu","is_ca":false},{"name":"Roger S. McIntyre","is_ca":true},{"name":"Faith Choo","is_ca":false},{"name":"Bach Xuan Tran","is_ca":false},{"name":"Roger Ho","is_ca":false},{"name":"Vijay K. Sharma","is_ca":false},{"name":"Cyrus S. H. Ho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.156655922600545,"gpt":0.4588308138972088,"spread":0.3021748912966639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007550716,0.0003682848,0.0003767316,0.0008691682,0.001280277,0.0007330588,0.0004886828,0.000783649,0.0008986142],"category_scores_gemma":[0.001067448,0.0004746697,0.0005612864,0.001489561,0.0004864584,0.0007350189,0.000999937,0.001152017,0.0001494863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001692178,"about_ca_system_score_gemma":0.002480217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1976767,"about_ca_topic_score_gemma":0.2214733,"domain_scores_codex":[0.9995246,0.00008124603,0.00003716176,0.0001118319,0.00005554476,0.0001895919],"domain_scores_gemma":[0.9990823,0.00004358685,0.0001762389,0.00007540172,0.0001718457,0.0004505604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004599808,0.00004564626,0.9989763,0.000003898548,0.00003872891,0.00004546319,0.0002957343,0.00001518752,0.0001037678,0.00001795146,0.00008875135,0.0003226152],"study_design_scores_gemma":[0.000002753124,0.00004131669,0.9992375,0.000002972377,0.00001397498,0.00001950053,0.0005188927,0.00006643152,0.000008262219,0.000009682932,0.00007577101,0.000002957205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992212,0.00009026108,0.00003176988,0.0000930643,0.00000804581,0.00001162417,0.0003300121,0.000001493495,0.0002124647],"genre_scores_gemma":[0.9992494,0.00006226268,0.00002451682,0.00006301963,0.000006116195,0.0000120536,0.000377975,7.958454e-7,0.0002038258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1976767,"threshold_uncertainty_score":0.3930522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3029840069","doi":"10.3390/nu12061583","title":"Effects of COVID-19 Home Confinement on Eating Behaviour and Physical Activity: Results of the ECLB-COVID19 International Online Survey","year":2020,"lang":"en","type":"article","venue":"Nutrients","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2087,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"University of Waterloo","keywords":"Coronavirus disease 2019 (COVID-19); Social distance; Pandemic; German; Public health; Environmental health; Psychology; Medicine; Geography; Gerontology; Disease; Infectious disease (medical specialty)","authors":[{"name":"Achraf Ammar","is_ca":false},{"name":"Michael Brach","is_ca":false},{"name":"Khaled Trabelsi","is_ca":false},{"name":"Hamdi Chtourou","is_ca":false},{"name":"Omar Boukhris","is_ca":false},{"name":"Liwa Masmoudi","is_ca":false},{"name":"Bassem Bouaziz","is_ca":false},{"name":"Ellen Bentlage","is_ca":false},{"name":"Daniella How","is_ca":false},{"name":"Mona Ahmed","is_ca":false},{"name":"Patrick Müller","is_ca":false},{"name":"Notger G. Müller","is_ca":false},{"name":"Asma Aloui","is_ca":false},{"name":"Omar Hammouda","is_ca":false},{"name":"Laisa Liane Paineiras-Domingos","is_ca":false},{"name":"Annemarie Braakman‐Jansen","is_ca":false},{"name":"Christian Wrede","is_ca":false},{"name":"Sofia Bastoni","is_ca":false},{"name":"Carlos Soares Pernambuco","is_ca":false},{"name":"Leonardo José Mataruna-Dos-Santos","is_ca":false},{"name":"Morteza Taheri","is_ca":false},{"name":"Khadijeh Irandoust","is_ca":false},{"name":"Aïmen Khacharem","is_ca":false},{"name":"Nicola Luigi Bragazzi","is_ca":true},{"name":"Karim Chamari","is_ca":false},{"name":"Jordan M. Glenn","is_ca":false},{"name":"Nick Bott","is_ca":false},{"name":"Faı̈ez Gargouri","is_ca":false},{"name":"Lotfi Chaâri","is_ca":false},{"name":"Hadj Batatia","is_ca":false},{"name":"Gamal Mohamed Ali","is_ca":false},{"name":"Osama Abdelkarim","is_ca":false},{"name":"Mohamed Jarraya","is_ca":false},{"name":"Kaïs El Abed","is_ca":false},{"name":"Nizar Souissi","is_ca":false},{"name":"Bryan L. Riemann","is_ca":false},{"name":"Laurel Riemann","is_ca":false},{"name":"Wassim Moalla","is_ca":false},{"name":"Jonathan Gómez‐Raja","is_ca":false},{"name":"Monique Epstein","is_ca":false},{"name":"Robbert Sanderman","is_ca":false},{"name":"Sebastian Viktor Waldemar Schulz","is_ca":false},{"name":"Achim Jerg","is_ca":false},{"name":"Ramzi Al-Horani","is_ca":false},{"name":"Taiysir Mansi","is_ca":false},{"name":"Mohamed Jmail","is_ca":false},{"name":"Fernando Barbosa","is_ca":false},{"name":"Fernando Ferreira‐Santos","is_ca":false},{"name":"Boštjan Šimunič","is_ca":false},{"name":"Rado Pišot","is_ca":false},{"name":"Andrea Gaggioli","is_ca":false},{"name":"Stephen J. Bailey","is_ca":false},{"name":"Jürgen M. Steinacker","is_ca":false},{"name":"Tarak Driss","is_ca":false},{"name":"Anita Höekelmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09921442450306896,"gpt":0.4264707380357035,"spread":0.3272563135326346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004703093,0.0002317392,0.0003722059,0.001455778,0.0003671786,0.0006820471,0.0004515079,0.0005441487,0.0030612],"category_scores_gemma":[0.01117225,0.0002294704,0.0006132983,0.001832653,0.0003026411,0.0007265831,0.001694614,0.0006032121,0.0007175451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000544054,"about_ca_system_score_gemma":0.0006368264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007524039,"about_ca_topic_score_gemma":0.008890742,"domain_scores_codex":[0.9976892,0.0009876594,0.0003923901,0.0002184609,0.0004040321,0.0003082632],"domain_scores_gemma":[0.990628,0.003196693,0.003253772,0.0003504564,0.001794469,0.0007765023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002261971,0.0002529632,0.9773617,0.000485603,0.00009702738,0.00009725508,0.002624719,0.00007703642,0.0002294419,0.00004925227,0.003854482,0.01464428],"study_design_scores_gemma":[0.00000726649,0.0001614949,0.9953741,0.0001201742,0.00001970242,0.0000509321,0.002595021,0.00006274381,0.00005850715,0.00001171209,0.001530389,0.000008006827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755512,0.0004885036,0.0003016972,0.0005107108,0.00002865646,0.0003671358,0.01914478,0.00002730226,0.003580031],"genre_scores_gemma":[0.9810068,0.001035058,0.001045099,0.0006452958,0.00005232504,0.001369765,0.01310675,0.00002232724,0.001716512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007524039,"threshold_uncertainty_score":0.0248726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170812681","doi":"10.3201/eid1007.030703","title":"SARS Control and Psychological Effects of Quarantine, Toronto, Canada","year":2004,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2019,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"University of Toronto; University Health Network","keywords":"Quarantine; Outbreak; Depression (economics); Medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Distress; Psychological distress; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Infectious disease (medical specialty); Disease; Demography; Mental health; Clinical psychology; Virology; Internal medicine; Pathology","authors":[{"name":"Laura Hawryluck","is_ca":true},{"name":"Wayne L. Gold","is_ca":true},{"name":"Susan Robinson","is_ca":true},{"name":"Stephen Pogorski","is_ca":false},{"name":"Sandro Galea","is_ca":false},{"name":"Rima Styra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01309805706066778,"gpt":0.3468749058113744,"spread":0.3337768487507066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001931533,0.0001621167,0.0001381819,0.0003017281,0.001767673,0.0006031001,0.0004091033,0.0001684798,0.003745276],"category_scores_gemma":[0.001431514,0.0001084472,0.0001563305,0.0005664104,0.0004609911,0.0001304589,0.0002861403,0.0004304381,0.0001256798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02257724,"about_ca_system_score_gemma":0.01458802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845406,"about_ca_topic_score_gemma":0.9944031,"domain_scores_codex":[0.9997523,0.00003779376,0.00001087358,0.00002081365,0.00009399876,0.00008417753],"domain_scores_gemma":[0.9984351,0.00009173834,0.0002711606,0.00002152158,0.0005648384,0.0006156428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007950702,0.0004485792,0.9468786,0.0002039115,0.00009182766,0.0005171677,0.003922865,0.0003880504,0.001165131,0.0004881674,0.00945235,0.03564832],"study_design_scores_gemma":[0.00001681624,0.0000859248,0.9970201,0.00002733114,0.000009316082,0.00004051383,0.00120844,0.00007372585,0.00006236073,0.00001797602,0.001433092,0.000004363867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869173,0.002520396,0.0000403504,0.001994475,0.00003928808,0.00003777689,0.001215143,0.000007255653,0.007228104],"genre_scores_gemma":[0.9957594,0.001406285,0.0000663115,0.0001591771,0.00001537673,0.00000766039,0.0004174256,0.000001904873,0.002166377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02257724,"threshold_uncertainty_score":0.1638101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011642264","doi":"10.3390/ijerph17062032","title":"The Impact of COVID-19 Epidemic Declaration on Psychological Consequences: A Study on Active Weibo Users","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1899,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Declaration; Indignation; Psychology; Anxiety; Happiness; Anger; Mental health; Feeling; Clinical psychology; Social media; Social psychology; Psychiatry; Political science","authors":[{"name":"Sijia Li","is_ca":false},{"name":"Yilin Wang","is_ca":false},{"name":"Jia Xue","is_ca":true},{"name":"Nan Zhao","is_ca":false},{"name":"Tingshao Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.453132351265593,"gpt":0.5919427161393068,"spread":0.1388103648737138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005508733,0.0001709776,0.0002154529,0.0005567332,0.0008898777,0.0007262961,0.0001520356,0.000402969,0.002087682],"category_scores_gemma":[0.002698326,0.0001402111,0.0003239244,0.0006244396,0.0003606882,0.0008050926,0.0005617633,0.0006538891,0.0003127196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004061266,"about_ca_system_score_gemma":0.0002909728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005838142,"about_ca_topic_score_gemma":0.008243237,"domain_scores_codex":[0.9996552,0.0001188833,0.00003048741,0.00005082255,0.00006438274,0.00008017722],"domain_scores_gemma":[0.9984916,0.0005407243,0.0004402286,0.00006932738,0.0001683572,0.0002897547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001566864,0.0002085114,0.9814306,0.00006415027,0.00002702764,0.0002853935,0.007631865,0.0000395302,0.0003492935,0.0000945206,0.000730693,0.008981787],"study_design_scores_gemma":[0.000003638336,0.0001432033,0.9871694,0.00002009688,0.00001728716,0.0001344312,0.01105413,0.0002508338,0.00009854506,0.00004299359,0.001054702,0.00001089872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991723,0.00006983359,0.00004402481,0.00007555091,0.000008015396,0.00001482283,0.0001677491,0.000001046667,0.0004466256],"genre_scores_gemma":[0.9991004,0.0001203366,0.00006966361,0.00009228911,0.00001802946,0.00002737185,0.0001832754,0.000002027043,0.000386637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005838142,"threshold_uncertainty_score":0.01160836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1586661029","doi":"10.1177/070674370905400504","title":"The Psychological Impact of the SARS Epidemic on Hospital Employees in China: Exposure, Risk Perception, and Altruistic Acceptance of Risk","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1720,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Outbreak; Beijing; Medicine; Risk perception; China; Disease; Environmental health; Mental health; Perception; Demography; Psychiatry; Psychology; Internal medicine","authors":[{"name":"Ping Wu","is_ca":false},{"name":"Yunyun Fang","is_ca":false},{"name":"Bin Fan","is_ca":false},{"name":"Junhui Kong","is_ca":false},{"name":"Zhongling Yao","is_ca":false},{"name":"Xinhua Liu","is_ca":false},{"name":"Cordelia J. Fuller","is_ca":false},{"name":"Ezra Susser","is_ca":false},{"name":"Jin Lü","is_ca":false},{"name":"Christina W. Hoven","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02087153205326753,"gpt":0.363500985087765,"spread":0.3426294530344975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008028261,0.0002548438,0.000165407,0.0004712107,0.000711648,0.0005589121,0.000191335,0.000312982,0.001452922],"category_scores_gemma":[0.002568949,0.0001733769,0.0002266136,0.0003947756,0.0005514128,0.0002664807,0.0007317059,0.0004921856,0.0001150054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008533163,"about_ca_system_score_gemma":0.0009760528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01954673,"about_ca_topic_score_gemma":0.02994007,"domain_scores_codex":[0.9995438,0.0001624434,0.0000288977,0.00003105829,0.0001115944,0.0001220676],"domain_scores_gemma":[0.9978417,0.0002546418,0.001061777,0.00006362361,0.0001546062,0.0006236174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006061146,0.00011311,0.9958304,0.0000101506,0.00003007524,0.0000722445,0.001447862,0.000039148,0.0002615873,0.00001403037,0.0000692062,0.002051734],"study_design_scores_gemma":[0.000002437809,0.00005896415,0.9984018,0.000003756973,0.000003607881,0.00003060835,0.001367195,0.00005538398,0.0000190808,0.000008771589,0.00004602611,0.000002393376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999736,0.00002911968,0.000007900009,0.00007466732,0.000001409868,0.000002178763,0.0000105527,3.103405e-7,0.0001377604],"genre_scores_gemma":[0.9998584,0.00003021965,0.00001131099,0.00002414047,0.000002335511,0.000001869093,0.00001269689,1.31971e-7,0.00005889096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954673,"threshold_uncertainty_score":0.03886592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2169337111","doi":"","title":"The immediate psychological and occupational impact of the 2003 SARS outbreak in a teaching hospital.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1562,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Psychological intervention; Medicine; Mental health; Loneliness; Anxiety; Anger; Health care; Isolation (microbiology); Public health; Emotional exhaustion; Nursing; Psychiatry; Family medicine; Burnout; Clinical psychology","authors":[{"name":"Robert Maunder","is_ca":true},{"name":"Jonathan Hunter","is_ca":true},{"name":"Leslie Vincent","is_ca":true},{"name":"Jocelyn Bennett","is_ca":true},{"name":"Nathalie Peladeau","is_ca":true},{"name":"Molyn Leszcz","is_ca":true},{"name":"Joel Sadavoy","is_ca":true},{"name":"Lieve M. Verhaeghe","is_ca":true},{"name":"Rosalie Steinberg","is_ca":true},{"name":"Tony Mazzulli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05461843841498217,"gpt":0.3968616068048174,"spread":0.3422431683898353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062831,0.0004067898,0.0001963526,0.0004053065,0.003829546,0.001957633,0.0005155983,0.000869889,0.001660584],"category_scores_gemma":[0.004002047,0.0003499452,0.0002515372,0.0004657379,0.002831619,0.0008966445,0.002400791,0.001659609,0.0002749429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008151143,"about_ca_system_score_gemma":0.003992925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05024802,"about_ca_topic_score_gemma":0.09448719,"domain_scores_codex":[0.99893,0.0004324013,0.00006727842,0.00004864144,0.0001741678,0.0003473939],"domain_scores_gemma":[0.9974588,0.000482688,0.0009936858,0.00005646815,0.0003072992,0.0007012067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006749154,0.0006648996,0.4587125,0.0006229578,0.00007449115,0.02535777,0.4718044,0.0004716491,0.005349344,0.0003339905,0.007949403,0.02798363],"study_design_scores_gemma":[0.00003972126,0.00092627,0.4406535,0.0001879298,0.00003324693,0.009486243,0.538386,0.0002086154,0.0006459593,0.0001289516,0.00924967,0.00005391376],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967553,0.0003152603,0.00004381632,0.001585876,0.00002522947,0.00002459559,0.00004729967,0.000004826853,0.001197851],"genre_scores_gemma":[0.9980931,0.0004301428,0.0001047927,0.000701648,0.00003695702,0.0000176255,0.00004005653,0.00000325423,0.0005723666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05024802,"threshold_uncertainty_score":0.09991109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1607730263","doi":"10.1177/070674370705200405","title":"Stress and Psychological Distress among SARS Survivors 1 Year after the Outbreak","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1241,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Queen Mary University of London","keywords":"Outbreak; Medicine; Anxiety; Depression (economics); Distress; General Health Questionnaire; Health care; Mental health; Psychiatry; Clinical psychology","authors":[{"name":"Antoinette M. Lee","is_ca":false},{"name":"Josephine GWS Wong","is_ca":false},{"name":"Gráinne McAlonan","is_ca":false},{"name":"Vinci Cheung","is_ca":false},{"name":"Charlton Cheung","is_ca":false},{"name":"Pak C. Sham","is_ca":false},{"name":"Chung‐Ming Chu","is_ca":false},{"name":"Poon-Chuen Wong","is_ca":false},{"name":"Kenneth W. Tsang","is_ca":false},{"name":"Siew E. Chua","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03193615260140469,"gpt":0.346290782712024,"spread":0.3143546301106193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000465457,0.0003514776,0.0003730946,0.0005866175,0.0007546616,0.0005143777,0.000209384,0.000610608,0.001100196],"category_scores_gemma":[0.001909752,0.0002198831,0.0004134028,0.0003827018,0.0002629358,0.0004678281,0.0005625949,0.000673532,0.0002320665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003041061,"about_ca_system_score_gemma":0.0003748641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004331025,"about_ca_topic_score_gemma":0.006892053,"domain_scores_codex":[0.9997485,0.0000718446,0.0000221515,0.00002784978,0.00004668674,0.00008286663],"domain_scores_gemma":[0.9989657,0.00008161845,0.0004758597,0.00002937043,0.0001337726,0.0003136406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002488445,0.000195088,0.9944696,0.00002689872,0.00005331145,0.0002856784,0.0009370185,0.00003355398,0.0006764527,0.000004936532,0.0001728146,0.002895714],"study_design_scores_gemma":[0.000005223523,0.0005299678,0.9980221,0.00001183472,0.00001360432,0.0002075392,0.0009809223,0.00003069046,0.00005648609,0.000005034089,0.0001305941,0.000005934684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996573,0.0001280311,0.00001177559,0.00004560703,0.000008043995,0.000006264646,0.00004902355,0.000001230883,0.00009270762],"genre_scores_gemma":[0.99937,0.0001815547,0.00003598778,0.00004777446,0.00002528058,0.00001304988,0.0001753935,5.949377e-7,0.000150422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004331025,"threshold_uncertainty_score":0.008611619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3020973746","doi":"10.1016/j.janxdis.2020.102232","title":"Development and initial validation of the COVID Stress Scales","year":2020,"lang":"en","type":"article","venue":"Journal of Anxiety Disorders","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1210,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina; University of British Columbia","funders":"Canadian Institutes of Health Research; University of Regina","keywords":"Xenophobia; Distress; Psychology; Pandemic; Anxiety; Coronavirus disease 2019 (COVID-19); Population; Clinical psychology; Mental health; Psychiatry; Disease; Infectious disease (medical specialty); Medicine; Environmental health; Racism; Sociology","authors":[{"name":"Steven Taylor","is_ca":true},{"name":"Caeleigh A. Landry","is_ca":true},{"name":"Michelle M. Paluszek","is_ca":true},{"name":"Thomas A. Fergus","is_ca":false},{"name":"Dean McKay","is_ca":false},{"name":"Gordon J. G. Asmundson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05450607416324976,"gpt":0.373183929738107,"spread":0.3186778555748573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01217694,0.0006584241,0.0006032335,0.001516988,0.001309122,0.0007856899,0.001204214,0.0004083548,0.002037219],"category_scores_gemma":[0.02373707,0.0004364742,0.0007783177,0.001342579,0.0008085946,0.0005428476,0.001438098,0.001297534,0.0005501319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003493108,"about_ca_system_score_gemma":0.008423502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0815136,"about_ca_topic_score_gemma":0.1500578,"domain_scores_codex":[0.9955292,0.001037161,0.0006552439,0.0002694003,0.002183984,0.0003249718],"domain_scores_gemma":[0.9856117,0.00186418,0.0006477751,0.0006003592,0.01055791,0.0007181107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00134875,0.002005851,0.6273623,0.001002617,0.0001796075,0.0004014782,0.01764378,0.002392197,0.008700547,0.004860684,0.01259888,0.3215033],"study_design_scores_gemma":[0.0001908972,0.001309112,0.9590271,0.0003437642,0.0000552307,0.000168128,0.003889094,0.00182604,0.001852255,0.0008215749,0.03046068,0.00005599163],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918579,0.001146719,0.01642751,0.0007208739,0.0002371307,0.0346648,0.009256157,0.0001665217,0.0188012],"genre_scores_gemma":[0.8336579,0.001976046,0.1038393,0.0004166123,0.0001314013,0.03942727,0.01394657,0.00009194123,0.006513014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0815136,"threshold_uncertainty_score":0.1620783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024530634","doi":"10.1016/j.chb.2020.106424","title":"COVID-19 and digital inequalities: Reciprocal impacts and mitigation strategies","year":2020,"lang":"en","type":"article","venue":"Computers in Human Behavior","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1140,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Inequality; Coronavirus disease 2019 (COVID-19); Vulnerability (computing); Social inequality; Amenity; Population; Reciprocal; Business; Political science; Public relations; Computer science; Computer security; Environmental health; Medicine; Mathematics","authors":[{"name":"Elisabeth Beaunoyer","is_ca":true},{"name":"Sophie Dupéré","is_ca":true},{"name":"Matthieu J. Guitton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1355039944644031,"gpt":0.4392121353695226,"spread":0.3037081409051194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005765216,0.0005449652,0.0003997239,0.004611673,0.004374913,0.009208843,0.00116013,0.001837071,0.02641978],"category_scores_gemma":[0.01790574,0.0002781651,0.0006477569,0.004805003,0.00553317,0.004181253,0.01166879,0.003097587,0.0009926944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005626294,"about_ca_system_score_gemma":0.006724291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02234006,"about_ca_topic_score_gemma":0.03123872,"domain_scores_codex":[0.9943681,0.002155498,0.0002445507,0.0005067209,0.001090037,0.001635072],"domain_scores_gemma":[0.9841152,0.005208782,0.003418007,0.001211709,0.002599841,0.003446474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002709037,0.0007107109,0.2616391,0.0005418281,0.0001561932,0.0003341659,0.009088978,0.0009433941,0.0006104353,0.5453694,0.01931595,0.1610188],"study_design_scores_gemma":[0.0000997086,0.0004154331,0.3446366,0.004281779,0.0003611604,0.0008130489,0.0614582,0.003493753,0.002488909,0.276407,0.3053621,0.0001822529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3617942,0.01039579,0.01194516,0.1041052,0.0013114,0.0003364317,0.002575528,0.000157105,0.5073791],"genre_scores_gemma":[0.9819025,0.003675538,0.002479135,0.002916737,0.0003170699,0.0001200471,0.0004722868,0.00002959445,0.008086948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02641978,"threshold_uncertainty_score":0.08838302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005195331","doi":"10.1016/j.janxdis.2020.102196","title":"Coronaphobia: Fear and the 2019-nCoV outbreak","year":2020,"lang":"en","type":"editorial","venue":"Journal of Anxiety Disorders","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1135,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Regina","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Outbreak; 2019-20 coronavirus outbreak; Psychology; Betacoronavirus; Pandemic; Virology; Medicine; Disease; Pathology; Infectious disease (medical specialty)","authors":[{"name":"Gordon J. G. Asmundson","is_ca":true},{"name":"Steven Taylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01235901263799861,"gpt":0.33786425502278,"spread":0.3255052423847814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008541661,0.004226383,0.003301749,0.004736124,0.003793417,0.00985522,0.004023596,0.03209452,0.01244074],"category_scores_gemma":[0.03351918,0.001588126,0.00348872,0.001872943,0.002583418,0.003513034,0.002528066,0.02269093,0.005690829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004929953,"about_ca_system_score_gemma":0.005694872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007678403,"about_ca_topic_score_gemma":0.01677234,"domain_scores_codex":[0.9962996,0.0006785219,0.0006290248,0.0004150685,0.001576101,0.0004017948],"domain_scores_gemma":[0.9775336,0.01195142,0.001667953,0.000526013,0.005253427,0.003067582],"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":[0.00007032413,0.00001854041,0.0001493617,0.0005039208,0.0000567441,0.0003531119,0.00003808878,0.00002318584,0.00003025671,0.0002537077,0.9934968,0.005005983],"study_design_scores_gemma":[0.0003133679,0.0000837642,0.002482511,0.003209582,0.0004198171,0.0008318454,0.0003560119,0.0003179284,0.0001131536,0.001749081,0.9900532,0.00006972293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00009601044,0.008970778,0.00004051819,0.04884845,0.9405205,0.00002057606,0.0001143136,0.00002745412,0.001361359],"genre_scores_gemma":[0.0006454711,0.005513046,0.00002662522,0.01671171,0.9751521,0.0000137327,0.0000337016,0.00001174014,0.001891856],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03209452,"threshold_uncertainty_score":0.04517317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3038513886","doi":"10.1186/s12966-020-00987-8","title":"Impact of the COVID-19 virus outbreak on movement and play behaviours of Canadian children and youth: a national survey","year":2020,"lang":"en","type":"article","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Children's Hospital of Eastern Ontario; University of Alberta; Hospital for Sick Children; University of Victoria; University of Saskatchewan; University of Ottawa; Institute for Clinical Evaluative Sciences; Douglas College; University of Guelph; University of British Columbia; SickKids Foundation; Toronto Metropolitan University; Dalhousie University","funders":"","keywords":"Screen time; Psychology; Demographics; Outbreak; Developmental psychology; Demography; Medicine; Physical activity; Physical therapy","authors":[{"name":"Sarah A. Moore","is_ca":true},{"name":"Guy Faulkner","is_ca":true},{"name":"Ryan E. Rhodes","is_ca":true},{"name":"Mariana Brussoni","is_ca":true},{"name":"Tala Chulak-Bozzer","is_ca":false},{"name":"Leah J. Ferguson","is_ca":true},{"name":"Raktim Mitra","is_ca":true},{"name":"Norm O’Reilly","is_ca":true},{"name":"John C. Spence","is_ca":true},{"name":"Leigh M. Vanderloo","is_ca":true},{"name":"Mark S. Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1422749679767158,"gpt":0.4455793885161267,"spread":0.3033044205394109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009019613,0.0004147546,0.0004777673,0.001600045,0.002781652,0.001074472,0.001249232,0.0004651554,0.001926631],"category_scores_gemma":[0.001943982,0.0004492938,0.0007616143,0.003918943,0.0006228425,0.0004390602,0.001258226,0.0009222935,0.0002807961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02149258,"about_ca_system_score_gemma":0.02577964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994534,"about_ca_topic_score_gemma":0.9965128,"domain_scores_codex":[0.9988567,0.0000458523,0.00007909355,0.0001234899,0.0005182007,0.0003766773],"domain_scores_gemma":[0.9984165,0.00005244067,0.0003323535,0.00003781979,0.0007513962,0.0004095642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000306512,0.0000351256,0.9916664,0.0001410216,0.00003594033,0.00006354215,0.001838606,0.00004835443,0.0001237172,0.00005394064,0.002103906,0.0038588],"study_design_scores_gemma":[0.00000165314,0.00001347181,0.9976222,0.00004410246,0.000009302606,0.00002315084,0.001418444,0.00003682573,0.00002114288,0.000004170676,0.0008005796,0.000004913732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701509,0.0008825012,0.00009687704,0.0003735778,0.00001698949,0.0001754973,0.02373031,0.000020725,0.004552479],"genre_scores_gemma":[0.9868922,0.001684884,0.0004448228,0.0002278847,0.000009053082,0.0001567936,0.009205814,0.00001049749,0.001367995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02149258,"threshold_uncertainty_score":0.1559403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022406948","doi":"10.1136/bmj.m1642","title":"Occurrence, prevention, and management of the psychological effects of emerging virus outbreaks on healthcare workers: rapid review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"BMJ","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Meta-analysis; Odds ratio; PsycINFO; MEDLINE; Health care; Population; Confidence interval; Family medicine; Internal medicine; Environmental health","authors":[{"name":"Steve Kisely","is_ca":true},{"name":"Nicola Warren","is_ca":false},{"name":"Laura McMahon","is_ca":false},{"name":"Christine Dalais","is_ca":false},{"name":"Irene Henry","is_ca":false},{"name":"Dan Siskind","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2602279453351121,"gpt":0.5316459381035084,"spread":0.2714179927683963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01565924,0.002774301,0.01854557,0.007703327,0.000649131,0.003818999,0.002454913,0.002340161,0.004789525],"category_scores_gemma":[0.04560925,0.001503113,0.03167563,0.007249436,0.000724466,0.002273882,0.001857636,0.001784707,0.0003509289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003071881,"about_ca_system_score_gemma":0.004428643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005733839,"about_ca_topic_score_gemma":0.01159229,"domain_scores_codex":[0.9909305,0.003943569,0.002924127,0.0007828627,0.001111533,0.0003073311],"domain_scores_gemma":[0.974412,0.01852266,0.004231092,0.0008172582,0.001763451,0.000253522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001174803,0.00002784683,0.00135514,0.6642323,0.3189299,0.0000769676,0.0000790936,0.0002450066,0.000148678,0.00010465,0.0006077929,0.01301787],"study_design_scores_gemma":[0.000701468,0.0003146664,0.003241782,0.1017845,0.890316,0.0001262172,0.00006917249,0.0001181182,0.0001263638,0.0002074513,0.002963897,0.00003033651],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002249795,0.9959477,0.0003780142,0.0001763248,0.0001389312,0.0004982079,0.0003636421,0.00002241233,0.0002250648],"genre_scores_gemma":[0.07810637,0.9149883,0.002613609,0.0009212419,0.0002491854,0.002171901,0.0006043516,0.00002994949,0.0003150731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01854557,"threshold_uncertainty_score":0.08281499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010682937","doi":"10.3390/jrfm13030055","title":"Suspending Classes Without Stopping Learning: China’s Education Emergency Management Policy in the COVID-19 Outbreak","year":2020,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1065,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Coronavirus disease 2019 (COVID-19); China; Online teaching; Medical education; Public relations; Political science; Mathematics education; Psychology; Medicine","authors":[{"name":"Wunong Zhang","is_ca":false},{"name":"Yuxin Wang","is_ca":false},{"name":"Lili Yang","is_ca":false},{"name":"Chuanyi Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04405935639520701,"gpt":0.3934568400255057,"spread":0.3493974836302987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006744335,0.0005711516,0.0003649352,0.001426558,0.006008868,0.005345646,0.002513041,0.008636192,0.008584592],"category_scores_gemma":[0.008880928,0.0004258006,0.0006496512,0.0008842486,0.003231707,0.004282041,0.005786443,0.006664981,0.0004420526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01529609,"about_ca_system_score_gemma":0.0724692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1471716,"about_ca_topic_score_gemma":0.1528587,"domain_scores_codex":[0.9952372,0.0008376474,0.0002147173,0.0003105162,0.0005712112,0.00282853],"domain_scores_gemma":[0.9903361,0.001628761,0.0007020775,0.0002197299,0.0008788062,0.006234576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009168679,0.003353943,0.2026566,0.001741409,0.0001975669,0.01300788,0.03914857,0.009247321,0.009628603,0.2215181,0.2852591,0.213324],"study_design_scores_gemma":[0.0009165371,0.001194655,0.4233635,0.001887471,0.000197819,0.001037572,0.03996777,0.01673309,0.004149715,0.03524235,0.4747009,0.0006086038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5097846,0.003114723,0.002512601,0.4270161,0.002177885,0.0006949684,0.0004433497,0.0003556416,0.05390008],"genre_scores_gemma":[0.8904362,0.0011276,0.001864803,0.08392608,0.0006166247,0.0003961766,0.0002647954,0.00003918264,0.02132862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1471716,"threshold_uncertainty_score":0.29263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3020448761","doi":"10.1016/j.bbi.2020.04.069","title":"Do psychiatric patients experience more psychiatric symptoms during COVID-19 pandemic and lockdown? A case-control study with service and research implications for immunopsychiatry","year":2020,"lang":"en","type":"article","venue":"Brain Behavior and Immunity","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1013,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"Quỹ Đổi mới sáng tạo Vingroup; National University of Singapore; Tập đoàn Vingroup - Công ty CP","keywords":"Psychiatry; Anxiety; Depression (economics); Medicine; Distress; Psychopathology; Mental health; Suicidal ideation; Clinical psychology; Psychology; Poison control; Injury prevention","authors":[{"name":"Fengyi Hao","is_ca":false},{"name":"Wanqiu Tan","is_ca":false},{"name":"Li Jiang","is_ca":false},{"name":"Ling Zhang","is_ca":false},{"name":"Xinling Zhao","is_ca":false},{"name":"Yiran Zou","is_ca":false},{"name":"Yirong Hu","is_ca":false},{"name":"Xi Luo","is_ca":false},{"name":"Xiaojiang Jiang","is_ca":false},{"name":"Roger S. McIntyre","is_ca":true},{"name":"Bach Xuan Tran","is_ca":false},{"name":"Jiaqian Sun","is_ca":false},{"name":"Zhisong Zhang","is_ca":false},{"name":"Roger Ho","is_ca":false},{"name":"Cyrus S. H. Ho","is_ca":false},{"name":"Wilson Tam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1018316064553608,"gpt":0.4557574761774743,"spread":0.3539258697221135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008705411,0.0005008963,0.0004291559,0.001491675,0.001915512,0.001452763,0.0007721603,0.001527006,0.004066911],"category_scores_gemma":[0.002740508,0.0007175062,0.0007026232,0.001216216,0.001320827,0.001199174,0.0007162709,0.001041863,0.0005300839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005660639,"about_ca_system_score_gemma":0.0004839394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009074058,"about_ca_topic_score_gemma":0.009828793,"domain_scores_codex":[0.9989525,0.000279903,0.00009394639,0.0002837025,0.000115604,0.0002743091],"domain_scores_gemma":[0.9986534,0.0002985707,0.0004936938,0.000158295,0.0001241361,0.0002718631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004907234,0.0008152795,0.9960629,0.00001506266,0.00007036841,0.0006759855,0.0007146625,0.000007664194,0.0003208931,0.00006853697,0.0001335483,0.0006242407],"study_design_scores_gemma":[0.00005957464,0.0009603053,0.9926917,0.00001318716,0.00007264793,0.002029798,0.003559468,0.0001168138,0.000102401,0.00008116396,0.0002944925,0.00001832373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993286,0.00009000481,0.0000501566,0.00003899675,0.00001078706,0.0000240047,0.00008533748,0.00000132057,0.0003708498],"genre_scores_gemma":[0.9994354,0.00005846529,0.00004557813,0.00005599873,0.00002074207,0.00002003508,0.0001220689,0.000001621926,0.0002400861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009074058,"threshold_uncertainty_score":0.0180425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3108549363","doi":"10.1016/j.psychres.2020.113599","title":"Prevalence of symptoms of depression, anxiety, insomnia, posttraumatic stress disorder, and psychological distress among populations affected by the COVID-19 pandemic: A systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Psychiatry Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":979,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Library and Archives Canada; University of Ottawa","funders":"","keywords":"Insomnia; Anxiety; Meta-analysis; Medicine; PsycINFO; Depression (economics); CINAHL; Psychiatry; Population; MEDLINE; Distress; Clinical psychology; Internal medicine; Psychological intervention","authors":[{"name":"Jude Mary Cénat","is_ca":true},{"name":"Camille Blais-Rochette","is_ca":true},{"name":"Cyrille Kossigan Kokou‐Kpolou","is_ca":false},{"name":"Pari‐Gole Noorishad","is_ca":true},{"name":"Joana N. Mukunzi","is_ca":true},{"name":"Sara-Emilie McIntee","is_ca":true},{"name":"Rose Darly Dalexis","is_ca":true},{"name":"Marc-André Goulet","is_ca":true},{"name":"Patrick Labelle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3450879551977195,"gpt":0.5456760235042376,"spread":0.2005880683065182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004280082,0.001732409,0.01097367,0.003977318,0.0005351456,0.002235657,0.001536453,0.001776653,0.002500273],"category_scores_gemma":[0.01538431,0.001127769,0.02119664,0.005691949,0.0006547952,0.001299815,0.001577655,0.001449144,0.0001934133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599343,"about_ca_system_score_gemma":0.002936229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085958,"about_ca_topic_score_gemma":0.03075688,"domain_scores_codex":[0.9972382,0.0006597784,0.001147971,0.0004443848,0.0003691925,0.0001404058],"domain_scores_gemma":[0.9933808,0.004358134,0.001453123,0.000214105,0.0004697189,0.0001241288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001533243,0.00008093581,0.02066173,0.5511459,0.3957942,0.0001283735,0.0002087587,0.000301834,0.0003226647,0.0001220629,0.001095127,0.02860521],"study_design_scores_gemma":[0.0004736485,0.0002543145,0.0281473,0.04730937,0.9207062,0.0002093916,0.0002104609,0.0001191309,0.0001178227,0.0001790388,0.002212773,0.0000605851],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007111685,0.9918834,0.000155697,0.00008724652,0.0000755145,0.0001098503,0.0004601014,0.00001020394,0.0001062816],"genre_scores_gemma":[0.1213374,0.8754641,0.001019503,0.0006593709,0.0001277883,0.0003964299,0.0008310195,0.00001084842,0.0001534276],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01097367,"threshold_uncertainty_score":0.02263546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197316448","doi":"10.1111/camh.12501","title":"Review: Mental health impacts of the COVID‐19 pandemic on children and youth – a systematic review","year":2021,"lang":"en","type":"review","venue":"Child and Adolescent Mental Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":963,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Mental Health & Substance Use Services; McGill University; BC Centre for Disease Control; University of British Columbia; BC Children's Hospital; McGill University Health Centre; Simon Fraser University","funders":"","keywords":"Mental health; Medicine; Pandemic; Psychiatry; Psychology; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","authors":[{"name":"Hasina Samji","is_ca":true},{"name":"Judy Wu","is_ca":true},{"name":"Amilya Ladak","is_ca":true},{"name":"Caralyn Vossen","is_ca":true},{"name":"S. Evelyn Stewart","is_ca":true},{"name":"Naomi Dove","is_ca":true},{"name":"David Long","is_ca":true},{"name":"Gaelen Snell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09256238649164378,"gpt":0.4440615315505476,"spread":0.3514991450589038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035363,0.001386195,0.005851947,0.007770471,0.0007061367,0.002604331,0.001808831,0.001804729,0.006775856],"category_scores_gemma":[0.02298208,0.0008506569,0.005406613,0.01024179,0.0007284061,0.002240945,0.001550347,0.001266546,0.0004059024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00398809,"about_ca_system_score_gemma":0.01214966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436051,"about_ca_topic_score_gemma":0.03574343,"domain_scores_codex":[0.9966474,0.0009010834,0.001159653,0.0002756291,0.000812871,0.0002033114],"domain_scores_gemma":[0.9848877,0.01090875,0.002692959,0.0001650349,0.001118149,0.0002272422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008479905,0.000009292056,0.0006901515,0.970679,0.003412558,0.0001307275,0.0001916788,0.00005303316,0.00006570083,0.0001215884,0.002668771,0.02189279],"study_design_scores_gemma":[0.00008437857,0.00007592468,0.003650155,0.9522963,0.02486482,0.0003723197,0.0003108385,0.00003662902,0.00007419955,0.0001362162,0.01807559,0.00002271859],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009330773,0.9971762,0.00008081433,0.0002944538,0.0001364882,0.000277592,0.0006318173,0.0000101057,0.0004595245],"genre_scores_gemma":[0.007764228,0.9908932,0.0002151117,0.0004122918,0.0000730622,0.0003046838,0.0002132963,0.000003745477,0.0001204134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01436051,"threshold_uncertainty_score":0.02893573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986605986","doi":"10.1017/s0950268807009156","title":"Understanding, compliance and psychological impact of the SARS quarantine experience","year":2007,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":937,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University Health Network; Sanofi (Canada); Regional Municipality of Durham; University of Toronto","funders":"","keywords":"Quarantine; Compliance (psychology); Medicine; Distress; Psychological distress; Public health; Environmental health; Mental health; Psychiatry; Psychology; Family medicine; Clinical psychology; Nursing; Social psychology","authors":[{"name":"D L Reynolds","is_ca":true},{"name":"Jason Garay","is_ca":true},{"name":"Sherri Deamond","is_ca":true},{"name":"Michael Moran","is_ca":true},{"name":"Wayne L. Gold","is_ca":true},{"name":"Rima Styra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5021963904589012,"gpt":0.5538976138200197,"spread":0.05170122336111849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008328957,0.0001681545,0.0001921822,0.0004649232,0.0006406273,0.0008394171,0.0002363295,0.0003873199,0.001307675],"category_scores_gemma":[0.006490347,0.000196238,0.0002711283,0.0003058743,0.0004846804,0.0004793879,0.0004675034,0.0008723098,0.0001826926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000795992,"about_ca_system_score_gemma":0.001097163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06555941,"about_ca_topic_score_gemma":0.07938035,"domain_scores_codex":[0.9993648,0.0001322704,0.00004367171,0.00004290137,0.0002368432,0.0001794497],"domain_scores_gemma":[0.9962035,0.0005847495,0.001884589,0.0001337741,0.0005709914,0.0006224905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002773967,0.00008866955,0.994764,0.000005969636,0.00001380648,0.0000554268,0.002386785,0.00002250119,0.0001067243,0.00001036302,0.00009155537,0.002426568],"study_design_scores_gemma":[0.000001470264,0.00009517892,0.9962831,0.000005740505,0.000003568054,0.0001081988,0.003230695,0.0000699789,0.00002441154,0.000009120987,0.0001646261,0.000003935121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996004,0.00004203205,0.00001472974,0.00007594476,0.000001703258,0.000002876185,0.00002633177,8.875184e-7,0.0002350931],"genre_scores_gemma":[0.9996775,0.0000475135,0.00002187192,0.00003067729,0.00000280379,0.000001911573,0.00005202704,4.524401e-7,0.0001652155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06555941,"threshold_uncertainty_score":0.1303557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134099070","doi":"10.3390/ijerph18073432","title":"Mental Health of Children and Adolescents Amidst COVID-19 and Past Pandemics: A Rapid Systematic Review","year":2021,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":896,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Psychological intervention; Psychosocial; Pandemic; Anxiety; Worry; Psychology; Psychiatry; Systematic review; Public health; Observational study; Medicine; Clinical psychology; MEDLINE; Nursing; Coronavirus disease 2019 (COVID-19); Disease","authors":[{"name":"Salima Meherali","is_ca":true},{"name":"Neelam Saleem Punjani","is_ca":true},{"name":"Samantha Louie‐Poon","is_ca":true},{"name":"Komal Abdul Rahim","is_ca":false},{"name":"Jai K Das","is_ca":false},{"name":"Rehana A Salam","is_ca":false},{"name":"Zohra S Lassi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.171809491353574,"gpt":0.5156633536640114,"spread":0.3438538623104374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01314929,0.00131192,0.007736556,0.01200389,0.0008292261,0.003775693,0.002071741,0.002697228,0.004013142],"category_scores_gemma":[0.05012772,0.001215559,0.009125606,0.01145165,0.000881177,0.003812219,0.002322519,0.001996312,0.0002683219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006946206,"about_ca_system_score_gemma":0.02187147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01391745,"about_ca_topic_score_gemma":0.03675316,"domain_scores_codex":[0.9893643,0.003349586,0.003869965,0.0008056432,0.00215945,0.000450953],"domain_scores_gemma":[0.962009,0.02716757,0.005491648,0.0005847123,0.004243528,0.0005035005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001074025,0.00001484507,0.0007033108,0.9639697,0.005580944,0.00007689922,0.0003778326,0.00005031371,0.0000689991,0.000225681,0.001566851,0.02725717],"study_design_scores_gemma":[0.0001188723,0.0001169058,0.003141783,0.954679,0.02684671,0.0002011069,0.0006421325,0.00004624968,0.00006165339,0.000192735,0.0139243,0.00002855505],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001474748,0.9960946,0.000134537,0.0005221982,0.0001752485,0.0006043514,0.0006603556,0.00000876281,0.0003251284],"genre_scores_gemma":[0.01664363,0.9797497,0.0007199906,0.0009735055,0.0001263429,0.001318611,0.000355937,0.000005920507,0.0001063492],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01391745,"threshold_uncertainty_score":0.06954092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4287762607","doi":"10.5281/zenodo.3878572","title":"A global outlook to the interruption of education due to COVID-19 pandemic: Navigating in a time of uncertainty and crisis","year":2020,"lang":"en","type":"article","venue":"UniSA Research Outputs Repository (University of South Australia)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":880,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Anadolu Üniversitesi","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Virology; Medicine; Outbreak; Infectious disease (medical specialty)","authors":[{"name":"Aras Bozkurt","is_ca":false},{"name":"Insung Jung","is_ca":false},{"name":"Junhong Xiao","is_ca":false},{"name":"Viviane Vladimirschi","is_ca":false},{"name":"Robert Schuwer","is_ca":false},{"name":"Gennady Egorov","is_ca":false},{"name":"Sarah Lambert","is_ca":false},{"name":"Maha Al‐Freih","is_ca":false},{"name":"Judith Pete","is_ca":false},{"name":"Jr. Don Olcott","is_ca":false},{"name":"Virgínia Rodés","is_ca":false},{"name":"Ignacio Aranciaga","is_ca":false},{"name":"Maha Bali","is_ca":false},{"name":"Abel V. Alvarez","is_ca":false},{"name":"Jennifer Roberts","is_ca":false},{"name":"Angelica Pazurek","is_ca":false},{"name":"Juliana Elisa Raffaghelli","is_ca":false},{"name":"Nikos Panagiotou","is_ca":false},{"name":"Perrine de Coëtlogon","is_ca":false},{"name":"Sadik Shahadu","is_ca":false},{"name":"Tutaleni I. Asino","is_ca":false},{"name":"Josephine Tumwesige","is_ca":false},{"name":"Tzinti Ramírez Reyes","is_ca":false},{"name":"Emma Barrios Ipenza","is_ca":false},{"name":"Ebba Ossiannilsson","is_ca":false},{"name":"Melissa Bond","is_ca":false},{"name":"Kamel Belhamel","is_ca":false},{"name":"Valerie Irvine","is_ca":true},{"name":"Taskeen Adam","is_ca":false},{"name":"Ben Janssen","is_ca":false},{"name":"Tatiana Sklyarova","is_ca":false},{"name":"Nicoleta Olcott","is_ca":false},{"name":"Alejandra Ambrosino","is_ca":false},{"name":"Chrysoula Lazou","is_ca":false},{"name":"Bertrand Mocquet","is_ca":false},{"name":"Mattias Mano","is_ca":false},{"name":"Michael Paskevicius","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2291766274149886,"gpt":0.4663692953823422,"spread":0.2371926679673536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006431058,0.0004460397,0.0004301865,0.0007832309,0.006609517,0.008672652,0.0008476611,0.003560463,0.00665575],"category_scores_gemma":[0.006941543,0.0002560926,0.0006076999,0.001132884,0.006678205,0.008534936,0.008156666,0.006128462,0.0009165953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003634382,"about_ca_system_score_gemma":0.008940756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0045851,"about_ca_topic_score_gemma":0.009220607,"domain_scores_codex":[0.9955557,0.002855563,0.0001243695,0.0002227064,0.0003551122,0.0008865338],"domain_scores_gemma":[0.9943719,0.002231088,0.0007722267,0.000306329,0.0007955107,0.001522847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002071314,0.0002564006,0.03490796,0.002768165,0.00009169111,0.009175436,0.623714,0.001154568,0.002483086,0.09151686,0.07250448,0.1612203],"study_design_scores_gemma":[0.000007807214,0.0001925146,0.009127694,0.001437532,0.00003432669,0.001428745,0.7269222,0.0002504469,0.0005782258,0.01349533,0.2464558,0.00006941288],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4779468,0.02068226,0.008920463,0.3554745,0.005967305,0.0002716266,0.0005583691,0.0001944485,0.1299842],"genre_scores_gemma":[0.9509972,0.01413871,0.004442436,0.01987532,0.0005264856,0.0001124927,0.0001679903,0.00009300167,0.009646355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008672652,"threshold_uncertainty_score":0.03401107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043512573","doi":"10.1037/cbs0000215","title":"Physically isolated but socially connected: Psychological adjustment and stress among adolescents during the initial COVID-19 crisis.","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":845,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Loneliness; Coronavirus disease 2019 (COVID-19); Feeling; Social isolation; Psychology; Depression (economics); Mental health; Pandemic; Isolation (microbiology); Screen time; Social distance; Developmental psychology; Clinical psychology; Psychiatry; Social psychology; Medicine; Physical activity","authors":[{"name":"Wendy E. Ellis","is_ca":true},{"name":"Tara M. Dumas","is_ca":true},{"name":"Lindsey M. Forbes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1778439805666733,"gpt":0.3732725190410565,"spread":0.1954285384743832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008989504,0.0003047266,0.0004830422,0.000632108,0.001870118,0.001761543,0.0005297223,0.0006394151,0.0009878018],"category_scores_gemma":[0.002965749,0.0003222604,0.0006151957,0.0007468053,0.0005886674,0.0007446702,0.001206457,0.001989712,0.000139677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002361833,"about_ca_system_score_gemma":0.002134835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1449746,"about_ca_topic_score_gemma":0.2945094,"domain_scores_codex":[0.9994273,0.0001013896,0.00004614397,0.0000605491,0.0001654302,0.0001991989],"domain_scores_gemma":[0.9984426,0.00008766582,0.0004725413,0.00002474054,0.0002061081,0.0007663994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003214017,0.0001486079,0.9878258,0.00004116491,0.00003562503,0.0001460145,0.007202407,0.00001206934,0.000116726,0.00004840657,0.000557372,0.003833634],"study_design_scores_gemma":[0.00000337484,0.00006968224,0.9839264,0.00004169123,0.00001799571,0.0001026561,0.01516356,0.00004497956,0.00001871648,0.00001751483,0.0005866107,0.000006814687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998486,0.000455342,0.00001583579,0.0003227686,0.00003015596,0.00002964698,0.0001719462,0.000001578939,0.0004866765],"genre_scores_gemma":[0.9988035,0.000440289,0.00005980633,0.0001690159,0.000009526735,0.00003156656,0.0002113023,0.000001403695,0.0002735838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1449746,"threshold_uncertainty_score":0.2882615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025109728","doi":"10.1016/j.comppsych.2020.152180","title":"Preventing problematic internet use during the COVID-19 pandemic: Consensus guidance","year":2020,"lang":"en","type":"article","venue":"Comprehensive Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":823,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Janssen Pharmaceuticals; Agència de Gestió d'Ajuts Universitaris i de Recerca; Alberta Gambling Research Institute, University of Calgary; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Fundação para a Ciência e a Tecnologia; Innovációs és Technológiai Minisztérium; Modern Humanities Research Association; Magyar Tudományos Akadémia; National Center for Advancing Translational Sciences; State of Connecticut Department of Mental Health and Addiction Services; Medical Research Council; University of Hertfordshire; H. Lundbeck A/S; Responsible Gambling Trust; Servier; Norsk Tipping; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Research, Development and Innovation Office; National Institute for Health and Care Excellence; European Cooperation in Science and Technology; World Health Organization; Wellcome Trust; Abbott Laboratories; National Institute for Health and Care Research; Medtronic","keywords":"Pandemic; Anxiety; Coronavirus disease 2019 (COVID-19); Psychology; Coping (psychology); Mood; The Internet; Social distance; Business; Internet privacy; Public relations; Social psychology; Political science; Medicine; Clinical psychology; Psychiatry; Disease; Infectious disease (medical specialty)","authors":[{"name":"Orsolya Király","is_ca":false},{"name":"Marc N. Potenza","is_ca":false},{"name":"Dan J. Stein","is_ca":false},{"name":"Daniel L. King","is_ca":false},{"name":"David C. Hodgins","is_ca":true},{"name":"John B. Saunders","is_ca":false},{"name":"Mark D. Griffiths","is_ca":false},{"name":"Biljana Gjoneska","is_ca":false},{"name":"Joël Billieux","is_ca":false},{"name":"Matthias Brand","is_ca":false},{"name":"Max Abbott","is_ca":false},{"name":"Samuel R. Chamberlain","is_ca":false},{"name":"Ornella Corazza","is_ca":false},{"name":"Julius Burkauskas","is_ca":false},{"name":"Célia M. D. Sales","is_ca":false},{"name":"Christian Montag","is_ca":false},{"name":"Christine Löchner","is_ca":false},{"name":"Edna Grünblatt","is_ca":false},{"name":"Elisa Wegmann","is_ca":false},{"name":"Giovanni Martinotti","is_ca":false},{"name":"Hae‐Kook Lee","is_ca":false},{"name":"Hans‐Jürgen Rumpf","is_ca":false},{"name":"Jesús Castro‐Calvo","is_ca":false},{"name":"Afarin Rahimi‐Movaghar","is_ca":false},{"name":"Susumu Higuchi","is_ca":false},{"name":"José M. Menchón","is_ca":false},{"name":"Joseph Zohar","is_ca":false},{"name":"Luca Pellegrini","is_ca":false},{"name":"Susanne Walitza","is_ca":false},{"name":"Naomi Fineberg","is_ca":false},{"name":"Zsolt Demetrovics","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1758678122907852,"gpt":0.4056109587153959,"spread":0.2297431464246107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02567058,0.001712438,0.003864727,0.006418942,0.003308768,0.005273917,0.01027694,0.02016342,0.01494377],"category_scores_gemma":[0.06056868,0.001196606,0.005638825,0.003530128,0.002388871,0.006276951,0.007576782,0.01334278,0.006408714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007738192,"about_ca_system_score_gemma":0.0480693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02986618,"about_ca_topic_score_gemma":0.05102095,"domain_scores_codex":[0.9848282,0.005674663,0.004239928,0.0009067812,0.002999814,0.001350576],"domain_scores_gemma":[0.9319879,0.02655461,0.004038246,0.001146318,0.02652491,0.009747974],"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":[0.0001664582,0.0009595748,0.00283472,0.02998819,0.0003571947,0.0004774586,0.001974505,0.001246221,0.0003329071,0.009619598,0.5528303,0.3992128],"study_design_scores_gemma":[0.0004966024,0.0004477718,0.01168024,0.2214775,0.001322385,0.0006164988,0.008390623,0.001529263,0.000463406,0.02814123,0.7251588,0.0002758052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001754548,0.1890374,0.007593364,0.763105,0.01232896,0.003062584,0.001887137,0.0005054613,0.02072552],"genre_scores_gemma":[0.03996488,0.4834402,0.1050792,0.3105576,0.01292232,0.01822245,0.007375291,0.0003026734,0.02213542],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02986618,"threshold_uncertainty_score":0.1357606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1595278784","doi":"10.1177/070674370705200406","title":"Immediate and Sustained Psychological Impact of an Emerging Infectious Disease Outbreak on Health Care Workers","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":794,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Queen Mary University of London","keywords":"Outbreak; Infectious disease (medical specialty); Medicine; Disease; Public health; Health care; Psychology; Psychiatry; Environmental health; Gerontology; Virology; Nursing; Pathology","authors":[{"name":"Gráinne McAlonan","is_ca":false},{"name":"Antoinette M. Lee","is_ca":false},{"name":"Vinci Cheung","is_ca":false},{"name":"Charlton Cheung","is_ca":false},{"name":"Kenneth W. Tsang","is_ca":false},{"name":"Pak C. Sham","is_ca":false},{"name":"Siew E. Chua","is_ca":false},{"name":"Josephine GWS Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02555998248239871,"gpt":0.4077372450331322,"spread":0.3821772625507335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007444347,0.0003509136,0.0001916518,0.0003054156,0.0004888093,0.0005522578,0.0002115218,0.0004037516,0.001601812],"category_scores_gemma":[0.00285633,0.0001541028,0.0002481404,0.0001517301,0.0003362518,0.0002294527,0.0008866937,0.0004654388,0.0001777658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004750055,"about_ca_system_score_gemma":0.0005175405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004539909,"about_ca_topic_score_gemma":0.0065594,"domain_scores_codex":[0.9995402,0.0001523938,0.00003878657,0.00004360175,0.00009928906,0.0001256766],"domain_scores_gemma":[0.9980795,0.0002613419,0.0007668857,0.00005887337,0.0002959748,0.0005374279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002348073,0.0002360482,0.9892006,0.00008258303,0.00005737208,0.0002728752,0.001229202,0.0000748323,0.001345529,0.000007597301,0.0002673614,0.006991254],"study_design_scores_gemma":[0.000005312448,0.0004651343,0.9977753,0.00001917488,0.000009427103,0.00008115444,0.001382628,0.00004487749,0.00009285256,0.000006076063,0.0001137951,0.000004206971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992182,0.0001568458,0.00003287842,0.0001418509,0.00001201121,0.00001316676,0.00006204984,0.000002187876,0.0003607316],"genre_scores_gemma":[0.9995578,0.0001152862,0.00005660177,0.00007059282,0.00001837603,0.000009511244,0.00004940704,3.996535e-7,0.000122071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004539909,"threshold_uncertainty_score":0.009026945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3090578064","doi":"10.1111/nyas.14506","title":"The prevalence of depression, anxiety, and sleep disturbances in COVID‐19 patients: a meta‐analysis","year":2020,"lang":"en","type":"review","venue":"Annals of the New York Academy of Sciences","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":793,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; McMaster University","funders":"","keywords":"Anxiety; Meta-analysis; Depression (economics); CINAHL; Medicine; Psychiatry; MEDLINE; Mental health; Population; Clinical psychology; Internal medicine; Psychological intervention; Environmental health; Biology","authors":[{"name":"Jiawen Deng","is_ca":true},{"name":"Fangwen Zhou","is_ca":true},{"name":"Wenteng Hou","is_ca":true},{"name":"Zachary Silver","is_ca":true},{"name":"Chi Yi Wong","is_ca":true},{"name":"Oswin Chang","is_ca":true},{"name":"Emma Huang","is_ca":true},{"name":"Qi Zuo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2520794807734539,"gpt":0.4842191587080558,"spread":0.2321396779346018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0117698,0.002478363,0.01473726,0.00378499,0.0006589257,0.003067146,0.001705072,0.002207199,0.003509817],"category_scores_gemma":[0.02324884,0.001472803,0.0458027,0.00424446,0.0005817869,0.001424518,0.00130107,0.001967199,0.0002556696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018214,"about_ca_system_score_gemma":0.00175043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005533139,"about_ca_topic_score_gemma":0.009899298,"domain_scores_codex":[0.9925816,0.003520956,0.002096958,0.0009086601,0.0006198199,0.0002720382],"domain_scores_gemma":[0.9876717,0.008750356,0.001826789,0.0005711178,0.0009737915,0.0002062493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003528772,0.00003907589,0.007039599,0.1183171,0.8651015,0.0001010846,0.00004762341,0.0003716828,0.0001526368,0.00006403945,0.0003469595,0.004889898],"study_design_scores_gemma":[0.0007486418,0.0002096833,0.00526235,0.006338616,0.9863963,0.00006345917,0.00002574567,0.0001999342,0.00007623224,0.0001032059,0.0005589002,0.00001689328],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01949017,0.9774523,0.0008736525,0.0002310973,0.0002917056,0.0004340428,0.0007570995,0.00003774215,0.0004322282],"genre_scores_gemma":[0.5491343,0.4414472,0.003248189,0.001365497,0.000422548,0.002007178,0.001620868,0.00004982944,0.0007043986],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01473726,"threshold_uncertainty_score":0.06224543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160881822","doi":"10.1503/cmaj.1031077","title":"Psychosocial effects of SARS on hospital staff: survey of a large tertiary care institution","year":2004,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":745,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Sunnybrook Health Science Centre","funders":"Department of Family and Community Medicine, University of Toronto; University of Toronto","keywords":"Psychosocial; Medicine; General Health Questionnaire; Odds ratio; Family medicine; Confidence interval; Population; Health care; Distress; Logistic regression; Nursing; Psychiatry; Mental health; Environmental health; Clinical psychology","authors":[{"name":"Leslie Nickell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01310870840144021,"gpt":0.3452582384394793,"spread":0.3321495300380392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006088298,0.0002279831,0.0002127875,0.0007837146,0.0009629647,0.0005990007,0.0003596545,0.0003511688,0.002588745],"category_scores_gemma":[0.001602701,0.0003065302,0.0001835436,0.000991725,0.000442866,0.0002776217,0.0007738847,0.0004848341,0.0004498854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854125,"about_ca_system_score_gemma":0.001729054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03912427,"about_ca_topic_score_gemma":0.05980366,"domain_scores_codex":[0.9993648,0.0001691094,0.00005097663,0.00005625786,0.0001714941,0.000187331],"domain_scores_gemma":[0.9978592,0.0001254559,0.0007678251,0.00005180005,0.0002849035,0.0009108032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003357842,0.00007523,0.9966586,0.00001637856,0.00001041413,0.0001448826,0.001047422,0.00001575738,0.000411937,0.000005032344,0.0003471738,0.001233626],"study_design_scores_gemma":[0.000003936238,0.0001163109,0.9974738,0.000008689228,0.000004275905,0.0001258704,0.001938072,0.00003922367,0.00003925031,0.000002248465,0.0002447791,0.000003514842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994937,0.00005322666,0.00001872061,0.0001001837,0.000002469878,0.000009625111,0.0001290326,0.000002124689,0.0001909087],"genre_scores_gemma":[0.9994337,0.0001035461,0.0000484249,0.0001143514,0.00000966058,0.00001025899,0.0001157436,0.000001260501,0.0001629929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03912427,"threshold_uncertainty_score":0.07779312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3141367304","doi":"10.1016/s2215-0366(21)00091-2","title":"Suicide trends in the early months of the COVID-19 pandemic: an interrupted time-series analysis of preliminary data from 21 countries","year":2021,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":745,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"National Health and Medical Research Council; Patient Safety Translational Research Centre; NIHR Greater Manchester Patient Safety Translational Research Centre; Vlaamse regering; Medizinische Universität Wien; Elizabeth Blackwell Institute for Health Research, University of Bristol; University of Toronto; Fonds Wetenschappelijk Onderzoek; National Natural Science Foundation of China; Medical Research Council; Mental Health Commission; Swansea University; University of Manchester; Health Research Board; Royal Perth Hospital Medical Research Foundation; National Institute for Health and Care Research; Australian Research Council; U.S. Department of Justice; Vienna Science and Technology Fund; Australian Government; Erasmus+; MQ: Transforming Mental Health; NHS Health Scotland; World Health Organization; Wellcome Trust; Scottish Government; Queensland Health; University of Bristol; International Association for Suicide Prevention; University Hospitals Bristol NHS Foundation Trust; National Coronial Information System; American Foundation for Suicide Prevention; European Commission; Health and Care Research Wales; Universität Wien","keywords":"Pandemic; Government (linguistics); Public health; Coronavirus disease 2019 (COVID-19); Mental health; Suicide prevention; Poison control; Demography; Geography; Medicine; Medical emergency; Psychiatry; Sociology","authors":[{"name":"Jane Pirkis","is_ca":false},{"name":"Ann John","is_ca":false},{"name":"Sangsoo Shin","is_ca":false},{"name":"Marcos DelPozo‐Baños","is_ca":false},{"name":"Vikas Arya","is_ca":false},{"name":"Pablo Analuisa-Aguilar","is_ca":false},{"name":"Louis Appleby","is_ca":false},{"name":"Ella Arensman","is_ca":false},{"name":"Jason Bantjes","is_ca":false},{"name":"Anna Baran","is_ca":false},{"name":"José Manoel Bertolote","is_ca":false},{"name":"Guilherme Borges","is_ca":false},{"name":"Petrana Brečić","is_ca":false},{"name":"Eric D. Caine","is_ca":false},{"name":"Giulio Castelpietra","is_ca":false},{"name":"Shu‐Sen Chang","is_ca":false},{"name":"David Colchester","is_ca":false},{"name":"David Crompton","is_ca":false},{"name":"Marko Ćurković","is_ca":false},{"name":"E Deisenhammer","is_ca":false},{"name":"Chengan Du","is_ca":false},{"name":"Jeremy Dwyer","is_ca":false},{"name":"Annette Erlangsen","is_ca":false},{"name":"Jeremy Samuel Faust","is_ca":false},{"name":"Sarah Fortune","is_ca":false},{"name":"Andrew Garrett","is_ca":false},{"name":"Devin George","is_ca":false},{"name":"Rebekka Gerstner","is_ca":false},{"name":"Renske Gilissen","is_ca":false},{"name":"Madelyn S. Gould","is_ca":false},{"name":"Keith Hawton","is_ca":false},{"name":"Joseph Kanter","is_ca":false},{"name":"Navneet Kapur","is_ca":false},{"name":"Murad Moosa Khan","is_ca":false},{"name":"Olivia J Kirtley","is_ca":false},{"name":"Duleeka Knipe","is_ca":false},{"name":"Kairi Kõlves","is_ca":false},{"name":"Stuart Leske","is_ca":false},{"name":"Kedar Marahatta","is_ca":false},{"name":"Ellenor Mittendorfer‐Rutz","is_ca":false},{"name":"Н. Г. Незнанов","is_ca":false},{"name":"Thomas Niederkrotenthaler","is_ca":false},{"name":"Emma Nielsen","is_ca":false},{"name":"Merete Nordentoft","is_ca":false},{"name":"Herwig Oberlerchner","is_ca":false},{"name":"Rory C. O’Connor","is_ca":false},{"name":"Melissa Pearson","is_ca":false},{"name":"Michael R. Phillips","is_ca":false},{"name":"Steve Platt","is_ca":false},{"name":"Paul L. Plener","is_ca":false},{"name":"Georg Psota","is_ca":false},{"name":"Ping Qin","is_ca":false},{"name":"Daniel Radeloff","is_ca":false},{"name":"Christa Rados","is_ca":false},{"name":"Andreas Reif","is_ca":false},{"name":"Christine Reif-Leonhard","is_ca":false},{"name":"Vsevolod Rozanov","is_ca":false},{"name":"Christiane Schlang","is_ca":false},{"name":"Barbara Schneider","is_ca":false},{"name":"Н. В. Семенова","is_ca":false},{"name":"Mark Sinyor","is_ca":true},{"name":"Ellen Townsend","is_ca":false},{"name":"Michiko Ueda","is_ca":false},{"name":"Lakshmi Vijayakumar","is_ca":false},{"name":"Roger T. Webb","is_ca":false},{"name":"Manjula Weerasinghe","is_ca":false},{"name":"Gil Zalsman","is_ca":false},{"name":"David Gunnell","is_ca":false},{"name":"Matthew J. Spittal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1500705156020163,"gpt":0.4398340160300833,"spread":0.289763500428067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00195151,0.0004097281,0.0006237538,0.001506674,0.0003324496,0.001187423,0.0006444523,0.0008838026,0.001214747],"category_scores_gemma":[0.005772308,0.0003759945,0.001209385,0.004145502,0.0004504145,0.0008647927,0.001248381,0.001160391,0.0003902724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008478048,"about_ca_system_score_gemma":0.0006956321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03951398,"about_ca_topic_score_gemma":0.03603769,"domain_scores_codex":[0.9988368,0.0004375251,0.0001654985,0.0001980581,0.0001008621,0.000261241],"domain_scores_gemma":[0.9955781,0.0008936264,0.001974295,0.0004280157,0.0006236382,0.0005024113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004901906,0.00004480374,0.9948776,0.00005923356,0.0005009896,0.0001489146,0.0005978845,0.0006009304,0.0001238118,0.00009853068,0.0006017651,0.001855429],"study_design_scores_gemma":[0.000007671531,0.00009874102,0.998044,0.00002452127,0.00006992444,0.00007652194,0.0008257555,0.0004101188,0.00002905299,0.00002105455,0.0003834433,0.000009193459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951022,0.0004445105,0.0001328573,0.0001405636,0.00001577299,0.00001069243,0.003941761,0.000005060137,0.0002065194],"genre_scores_gemma":[0.9933442,0.0003440103,0.0001205162,0.00004462232,0.00001688518,0.00001873461,0.005952461,0.000005830861,0.0001527591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03951398,"threshold_uncertainty_score":0.07856798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047931680","doi":"10.1037/amp0000707","title":"Mental health and clinical psychological science in the time of COVID-19: Challenges, opportunities, and a call to action.","year":2020,"lang":"en","type":"review","venue":"American Psychologist","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":718,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Mental health; PsycINFO; Psychology; Stressor; Coronavirus disease 2019 (COVID-19); Call to action; Pandemic; Action (physics); MEDLINE; Public relations; Psychiatry; Political science; Medicine","authors":[{"name":"June Gruber","is_ca":false},{"name":"Mitchell J. Prinstein","is_ca":false},{"name":"Lee Anna Clark","is_ca":false},{"name":"Jonathan Rottenberg","is_ca":false},{"name":"Jonathan S. Abramowitz","is_ca":false},{"name":"Anne Marie Albano","is_ca":true},{"name":"Amelia Aldao","is_ca":false},{"name":"Jessica L. Borelli","is_ca":false},{"name":"Tammy Chung","is_ca":false},{"name":"Joanne Davila","is_ca":false},{"name":"Erika E. Forbes","is_ca":false},{"name":"Dylan G. Gee","is_ca":false},{"name":"Gordon C. Nagayama Hall","is_ca":false},{"name":"Lauren S. Hallion","is_ca":false},{"name":"Stephen P. Hinshaw","is_ca":false},{"name":"Stefan G. Hofmann","is_ca":false},{"name":"Steven D. Hollon","is_ca":false},{"name":"Jutta Joormann","is_ca":false},{"name":"Alan E. Kazdin","is_ca":false},{"name":"Daniel N. Klein","is_ca":false},{"name":"Annette M. La Greca","is_ca":false},{"name":"Robert W. Levenson","is_ca":false},{"name":"Angus W. MacDonald","is_ca":false},{"name":"Dean McKay","is_ca":false},{"name":"Katie A. McLaughlin","is_ca":false},{"name":"Jane Mendle","is_ca":false},{"name":"Adam Bryant Miller","is_ca":false},{"name":"Enrique W. Neblett","is_ca":false},{"name":"Matthew K. Nock","is_ca":false},{"name":"Bunmi O. Olatunji","is_ca":false},{"name":"Jacqueline B. Persons","is_ca":false},{"name":"David C. Rozek","is_ca":false},{"name":"Jessica L. Schleider","is_ca":false},{"name":"George M. Slavich","is_ca":false},{"name":"Bethany A. Teachman","is_ca":false},{"name":"Vera Vine","is_ca":false},{"name":"Lauren M. Weinstock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5211384058395988,"gpt":0.610568238027774,"spread":0.08942983218817524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00856846,0.0007913494,0.001856735,0.003313819,0.001793698,0.005491201,0.00166396,0.007450435,0.004705426],"category_scores_gemma":[0.02154885,0.0005621347,0.001150462,0.004596472,0.005299042,0.008581849,0.004312888,0.01463287,0.001400165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004497607,"about_ca_system_score_gemma":0.02120108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008078597,"about_ca_topic_score_gemma":0.01832155,"domain_scores_codex":[0.9969559,0.001434187,0.0003650954,0.0002127462,0.0008120415,0.0002200607],"domain_scores_gemma":[0.9774035,0.01617642,0.001317448,0.000477528,0.002746889,0.001878145],"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":[0.00008085569,0.00009154779,0.0008522787,0.02719535,0.000172323,0.0002299752,0.0009581677,0.0001213046,0.0001360458,0.03573207,0.1913148,0.7431152],"study_design_scores_gemma":[0.00003802065,0.0001020495,0.003758328,0.07305571,0.0001209896,0.001111173,0.002535779,0.00007905599,0.00005729766,0.02220465,0.8968811,0.00005585732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002896516,0.9851147,0.00003447073,0.01322415,0.001135387,0.000003391387,0.000004138671,0.000003359208,0.0004514153],"genre_scores_gemma":[0.001134792,0.988731,0.0002659777,0.007815473,0.00172187,0.00002017841,0.00001542634,0.000002779585,0.0002925568],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00856846,"threshold_uncertainty_score":0.04531491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3039044508","doi":"10.1002/da.23071","title":"COVID stress syndrome: Concept, structure, and correlates","year":2020,"lang":"en","type":"article","venue":"Depression and Anxiety","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":695,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina; University of British Columbia","funders":"Canadian Institutes of Health Research; University of Regina; Menninger Clinic","keywords":"Worry; Distress; Coping (psychology); Psychology; Mental health; Psychopathology; Coronavirus disease 2019 (COVID-19); Clinical psychology; Latent class model; Psychiatry; Socioeconomic status; Panic; Population; Medicine; Anxiety; Disease; Environmental health; Infectious disease (medical specialty)","authors":[{"name":"Steven Taylor","is_ca":true},{"name":"Caeleigh A. Landry","is_ca":true},{"name":"Michelle M. Paluszek","is_ca":true},{"name":"Thomas A. Fergus","is_ca":false},{"name":"Dean McKay","is_ca":false},{"name":"Gordon J. G. Asmundson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02880337855253335,"gpt":0.3447978035078593,"spread":0.315994424955326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004227903,0.0003553136,0.0003183839,0.001511077,0.0005929046,0.0007191748,0.0004333518,0.0002556866,0.001238616],"category_scores_gemma":[0.001940195,0.0001166509,0.0001729303,0.001691722,0.001043254,0.0003987998,0.0008885674,0.0004807512,0.00005676748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250634,"about_ca_system_score_gemma":0.001697775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03108978,"about_ca_topic_score_gemma":0.02733527,"domain_scores_codex":[0.9996781,0.00005254034,0.00003459499,0.00004908914,0.0001217738,0.00006390828],"domain_scores_gemma":[0.9990597,0.0001060212,0.000395489,0.00002476057,0.0002198313,0.0001941652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008085153,0.00005986241,0.9803911,0.0001001773,0.00005005246,0.0004722786,0.001276869,0.0001104118,0.001117068,0.0006357773,0.0002813635,0.01542426],"study_design_scores_gemma":[0.000003576652,0.00004010834,0.9966306,0.00005452695,0.00001391348,0.001106629,0.001339833,0.0001469818,0.00005036973,0.0002971734,0.0003104827,0.00000592328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953242,0.002250003,0.0003023558,0.0002671792,0.000009625869,0.00004487954,0.0002563162,0.000006670793,0.001538863],"genre_scores_gemma":[0.9986128,0.0008255275,0.0001850489,0.00001513051,0.000007213402,0.00001866222,0.0002727891,7.790957e-7,0.00006204655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03108978,"threshold_uncertainty_score":0.06181765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160625171","doi":"10.1038/s41598-021-89700-8","title":"Global prevalence of mental health issues among the general population during the coronavirus disease-2019 pandemic: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Scientific Reports","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":693,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Chiang Mai University","keywords":"Pandemic; Meta-analysis; Coronavirus disease 2019 (COVID-19); Coronavirus; Disease; Mental health; 2019-20 coronavirus outbreak; Population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Environmental health; Virology; Psychiatry; Infectious disease (medical specialty); Pathology; Outbreak","authors":[{"name":"Surapon Nochaiwong","is_ca":false},{"name":"Chidchanok Ruengorn","is_ca":false},{"name":"Kednapa Thavorn","is_ca":true},{"name":"Brian Hutton","is_ca":true},{"name":"Ratanaporn Awiphan","is_ca":false},{"name":"Chabaphai Phosuya","is_ca":false},{"name":"Yongyuth Ruanta","is_ca":false},{"name":"Nahathai Wongpakaran","is_ca":false},{"name":"Tinakon Wongpakaran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1696027688476379,"gpt":0.496083860945626,"spread":0.3264810920979881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01331122,0.002172824,0.01611199,0.00929404,0.0008501804,0.003484234,0.002323514,0.002486933,0.00496216],"category_scores_gemma":[0.04197004,0.001442888,0.02707021,0.009442816,0.0008562453,0.002537326,0.002080157,0.001778939,0.0003611582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003676147,"about_ca_system_score_gemma":0.007873648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01253041,"about_ca_topic_score_gemma":0.02935552,"domain_scores_codex":[0.99103,0.00319606,0.003387708,0.0008863215,0.001085834,0.0004141848],"domain_scores_gemma":[0.9761736,0.01679141,0.003885672,0.0007988072,0.002080495,0.0002700769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0005530956,0.00001744939,0.00308421,0.8110175,0.1736496,0.00009417014,0.0001149974,0.0001793523,0.0001169542,0.0001249164,0.0009420612,0.01010567],"study_design_scores_gemma":[0.0004552452,0.0002397327,0.008760612,0.2622321,0.7229639,0.0002230724,0.0001785287,0.0001668205,0.0001535138,0.0003451265,0.004231638,0.00004974447],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00303747,0.9943111,0.0003429815,0.0002747138,0.0001254925,0.0005065282,0.001161346,0.00001918246,0.000221338],"genre_scores_gemma":[0.08023385,0.9121742,0.001816665,0.001190872,0.0002364213,0.002485485,0.001564074,0.00002691538,0.0002716318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01611199,"threshold_uncertainty_score":0.07039732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033694598","doi":"10.5281/zenodo.3878571","title":"A global outlook to the interruption of education due to COVID-19 pandemic: Navigating in a time of uncertainty and crisis","year":2020,"lang":"en","type":"article","venue":"Acta Académica (Acta Académica)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":676,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Anadolu Üniversitesi","keywords":"Pandemic; Empathy; Openness to experience; Public relations; Population; Injustice; Political science; Psychology; Crisis management; Sociology; Coronavirus disease 2019 (COVID-19); Pedagogy; Medicine; Social psychology; Law","authors":[{"name":"Aras Bozkurt","is_ca":false},{"name":"Insung Jung","is_ca":false},{"name":"Junhong Xiao","is_ca":false},{"name":"Viviane Vladimirschi","is_ca":false},{"name":"Robert Schuwer","is_ca":false},{"name":"Gennady Egorov","is_ca":false},{"name":"Sarah Lambert","is_ca":false},{"name":"Maha Al‐Freih","is_ca":false},{"name":"Judith Pete","is_ca":false},{"name":"Don Olcott","is_ca":false},{"name":"Virgínia Rodés","is_ca":false},{"name":"Ignacio Aranciaga","is_ca":false},{"name":"Maha Bali","is_ca":false},{"name":"Abel V. Alvarez","is_ca":false},{"name":"Jennifer Roberts","is_ca":false},{"name":"Angelica Pazurek","is_ca":false},{"name":"Juliana Elisa Raffaghelli","is_ca":false},{"name":"Nikos Panagiotou","is_ca":false},{"name":"Perrine de Coëtlogon","is_ca":false},{"name":"Sadik Shahadu","is_ca":false},{"name":"Mark Brown","is_ca":false},{"name":"Tutaleni I. Asino","is_ca":false},{"name":"Josephine Tumwesige","is_ca":false},{"name":"Tzinti Ramírez Reyes","is_ca":false},{"name":"Emma Barrios Ipenza","is_ca":false},{"name":"Ebba Ossiannilsson","is_ca":false},{"name":"Melissa Bond","is_ca":false},{"name":"Kamel Belhamel","is_ca":false},{"name":"Valerie Irvine","is_ca":true},{"name":"Taskeen Adam","is_ca":false},{"name":"Ben Janssen","is_ca":false},{"name":"Tatiana Sklyarova","is_ca":false},{"name":"Nicoleta Olcott","is_ca":false},{"name":"Alejandra Ambrosino","is_ca":false},{"name":"Chrysoula Lazou","is_ca":false},{"name":"Bertrand Mocquet","is_ca":false},{"name":"Mattias Mano","is_ca":false},{"name":"Michael Paskevicius","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08791794319069453,"gpt":0.4469710069267154,"spread":0.3590530637360209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006431058,0.0004460397,0.0004301865,0.0007832309,0.006609517,0.008672652,0.0008476611,0.003560463,0.00665575],"category_scores_gemma":[0.006941543,0.0002560926,0.0006076999,0.001132884,0.006678205,0.008534936,0.008156666,0.006128462,0.0009165953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003634382,"about_ca_system_score_gemma":0.008940756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0045851,"about_ca_topic_score_gemma":0.009220607,"domain_scores_codex":[0.9955557,0.002855563,0.0001243695,0.0002227064,0.0003551122,0.0008865338],"domain_scores_gemma":[0.9943719,0.002231088,0.0007722267,0.000306329,0.0007955107,0.001522847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002071314,0.0002564006,0.03490796,0.002768165,0.00009169111,0.009175436,0.623714,0.001154568,0.002483086,0.09151686,0.07250448,0.1612203],"study_design_scores_gemma":[0.000007807214,0.0001925146,0.009127694,0.001437532,0.00003432669,0.001428745,0.7269222,0.0002504469,0.0005782258,0.01349533,0.2464558,0.00006941288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4779468,0.02068226,0.008920463,0.3554745,0.005967305,0.0002716266,0.0005583691,0.0001944485,0.1299842],"genre_scores_gemma":[0.9509972,0.01413871,0.004442436,0.01987532,0.0005264856,0.0001124927,0.0001679903,0.00009300167,0.009646355],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008672652,"threshold_uncertainty_score":0.03401107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134540644","doi":"10.31234/osf.io/y38m9","title":"Using social and behavioural science to support COVID-19 pandemic response","year":2020,"lang":"en","type":"article","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":662,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; University of British Columbia; University of Regina","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Coping (psychology); Public health; Psychology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Behavioural sciences; Public relations; Special section; Political science; Social psychology; Sociology; Social science; Medicine; Infectious disease (medical specialty); Psychiatry; Virology; Engineering","authors":[{"name":"Jay Joseph Van Bavel","is_ca":false},{"name":"Katherine Baicker","is_ca":false},{"name":"Paulo S. Boggio","is_ca":false},{"name":"Valerio Capraro","is_ca":false},{"name":"Aleksandra Cichocka","is_ca":false},{"name":"Molly J. Crockett","is_ca":false},{"name":"Mina Cikara","is_ca":false},{"name":"Alia J. Crum","is_ca":false},{"name":"Karen M. Douglas","is_ca":false},{"name":"James Druckman","is_ca":false},{"name":"John Drury","is_ca":false},{"name":"Oeindrila Dube","is_ca":false},{"name":"Naomi Ellemers","is_ca":false},{"name":"Eli J. Finkel","is_ca":false},{"name":"James H. Fowler","is_ca":false},{"name":"Michele J. Gelfand","is_ca":false},{"name":"Shihui Han","is_ca":false},{"name":"S. Alexander Haslam","is_ca":false},{"name":"Jolanda Jetten","is_ca":false},{"name":"Shinobu Kitayama","is_ca":false},{"name":"Dean Mobbs","is_ca":false},{"name":"Lucy E. Napper","is_ca":false},{"name":"Dominic J. Packer","is_ca":false},{"name":"Gordon Pennycook","is_ca":true},{"name":"Ellen Peters","is_ca":false},{"name":"Richard E. Petty","is_ca":false},{"name":"David G. Rand","is_ca":false},{"name":"Stephen Reicher","is_ca":false},{"name":"Simone Schnall","is_ca":false},{"name":"Azim Shariff","is_ca":true},{"name":"Sandra Sandra Smith","is_ca":false},{"name":"Linda J. Skitka","is_ca":false},{"name":"Cass R. Sunstein","is_ca":false},{"name":"Nassim Tabri","is_ca":true},{"name":"Joshua A. Tucker","is_ca":false},{"name":"Sander van der Linden","is_ca":false},{"name":"Paul A. M. Van Lange","is_ca":false},{"name":"Kim A. Weeden","is_ca":false},{"name":"Michael J. A. Wohl","is_ca":true},{"name":"Jamil Zaki","is_ca":false},{"name":"Sean R. Zion","is_ca":false},{"name":"Robb Willer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5064571923983647,"gpt":0.5575747557168348,"spread":0.05111756331847006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0272108,0.0004840613,0.000630536,0.002551725,0.004681658,0.006361092,0.001310413,0.002800428,0.005855493],"category_scores_gemma":[0.05184266,0.0004164996,0.000767288,0.001015676,0.006984455,0.004497582,0.00605828,0.009946683,0.0008661456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005873566,"about_ca_system_score_gemma":0.01662509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008864122,"about_ca_topic_score_gemma":0.02009778,"domain_scores_codex":[0.9853761,0.01194417,0.0002099777,0.0004405623,0.001048579,0.0009805645],"domain_scores_gemma":[0.9450212,0.04142002,0.003032966,0.00111775,0.002612025,0.00679597],"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":[0.0001772605,0.005732856,0.09959482,0.003452473,0.0006731472,0.0006087735,0.1949273,0.001374982,0.001344382,0.05633948,0.09888579,0.5368887],"study_design_scores_gemma":[0.0003441795,0.001591173,0.19046,0.01330785,0.0003991498,0.0003109117,0.3098751,0.002802589,0.0008974407,0.2392293,0.2404975,0.0002847675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.190993,0.01923471,0.009864863,0.6819781,0.003389543,0.0005786396,0.000302,0.0002213762,0.09343778],"genre_scores_gemma":[0.8804447,0.02530016,0.01621498,0.07211084,0.001710422,0.000845848,0.0002136028,0.00006484454,0.003094553],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0272108,"threshold_uncertainty_score":0.1439062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3031179985","doi":"10.24059/olj.v24i2.2285","title":"U.S. Faculty and Administrators’ Experiences and Approaches in the Early Weeks of the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Online Learning","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":637,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Roads University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Online teaching; Medical education; Higher education; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Psychology; Distance education; Faculty development; Online learning; Medicine; Pedagogy; Political science; Professional development; Computer science","authors":[{"name":"Nicole Johnson","is_ca":false},{"name":"George Veletsianos","is_ca":true},{"name":"Jeff Seaman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2750873619328708,"gpt":0.443206925822907,"spread":0.1681195638900363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004801329,0.000261364,0.0003343054,0.0009732498,0.009593776,0.004697895,0.0009411846,0.001079565,0.004722561],"category_scores_gemma":[0.01402397,0.0004275819,0.0003126772,0.001076762,0.003963768,0.002087869,0.005612593,0.002928735,0.0004570431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003979919,"about_ca_system_score_gemma":0.009415013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01866565,"about_ca_topic_score_gemma":0.05622733,"domain_scores_codex":[0.9944095,0.002640798,0.0002259404,0.0001795087,0.000600705,0.001943543],"domain_scores_gemma":[0.9834194,0.003366432,0.002904722,0.0003913507,0.001552106,0.008366013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001930638,0.001007504,0.3712024,0.0001911437,0.00004219671,0.001461119,0.5582869,0.0002689564,0.001817831,0.001655047,0.01534402,0.04852986],"study_design_scores_gemma":[0.000006739641,0.0002382656,0.1042518,0.000143071,0.00000686052,0.0002206654,0.8824088,0.00009195895,0.0002660362,0.0002416805,0.01209073,0.00003338393],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913415,0.0003312703,0.000137779,0.004491608,0.00008843945,0.00002508629,0.00005807256,0.00001485054,0.003511411],"genre_scores_gemma":[0.9974495,0.0003601131,0.0001198322,0.001177737,0.00003536741,0.00002083733,0.00003169898,0.000007520684,0.0007974725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01866565,"threshold_uncertainty_score":0.03711396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3017216935","doi":"10.2196/19160","title":"Knowledge and Perceptions of COVID-19 Among Health Care Workers: Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":631,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Preparedness; Medicine; Health care; Coronavirus disease 2019 (COVID-19); Pandemic; Family medicine; Social media; Public health; Environmental health; Disease; Nursing; Infectious disease (medical specialty); Internal medicine; Pathology","authors":[{"name":"Akshaya Srikanth Bhagavathula","is_ca":false},{"name":"Wafa Ali Aldhaleei","is_ca":false},{"name":"Jamal Rahmani","is_ca":false},{"name":"Mohammadjavad Ashrafi Mahabadi","is_ca":false},{"name":"Deepak Kumar Bandari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1174739090597462,"gpt":0.4696833382646119,"spread":0.3522094292048658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001852863,0.000215906,0.0004324156,0.0007559803,0.000675081,0.0008842166,0.0003645743,0.0008006716,0.002148559],"category_scores_gemma":[0.003869413,0.0004063282,0.0003777391,0.0008119533,0.0004283599,0.0008599684,0.0006290043,0.0007968016,0.0004024459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004568077,"about_ca_system_score_gemma":0.0005311628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008294492,"about_ca_topic_score_gemma":0.007167262,"domain_scores_codex":[0.9991616,0.0002046302,0.0001024267,0.0001095784,0.0002323731,0.0001894358],"domain_scores_gemma":[0.9973118,0.0008207744,0.0009966352,0.00008861945,0.0003535484,0.0004286082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003939615,0.000278781,0.9941962,0.00005383588,0.00002098523,0.00007885021,0.003475404,0.00001199588,0.0001528864,0.00001053423,0.0001176762,0.001563476],"study_design_scores_gemma":[0.000009858743,0.000515645,0.9865936,0.00005167543,0.00001666277,0.000156162,0.01224601,0.00009561516,0.00004635444,0.00001373232,0.0002485268,0.000006106471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993553,0.00008533625,0.00002174617,0.00006281575,0.000003362873,0.00002595631,0.0001160757,7.635309e-7,0.0003286934],"genre_scores_gemma":[0.9994624,0.000120023,0.00004851736,0.00010123,0.000006656047,0.00003536283,0.00008535673,5.472909e-7,0.000139855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008294492,"threshold_uncertainty_score":0.01649243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3020153107","doi":"10.1016/j.bbi.2020.04.055","title":"Is returning to work during the COVID-19 pandemic stressful? A study on immediate mental health status and psychoneuroimmunity prevention measures of Chinese workforce","year":2020,"lang":"en","type":"article","venue":"Brain Behavior and Immunity","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":599,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"Quỹ Đổi mới sáng tạo Vingroup; National University of Singapore; Tập đoàn Vingroup - Công ty CP","keywords":"Anxiety; Workforce; Mental health; Marital status; Medicine; Depression (economics); Psychiatry; Insomnia; Occupational safety and health; Personal protective equipment; Psychology; Clinical psychology; Coronavirus disease 2019 (COVID-19); Environmental health; Population","authors":[{"name":"Wanqiu Tan","is_ca":false},{"name":"Fengyi Hao","is_ca":false},{"name":"Roger S. McIntyre","is_ca":true},{"name":"Li Jiang","is_ca":false},{"name":"Xiaojiang Jiang","is_ca":false},{"name":"Ling Zhang","is_ca":false},{"name":"Xinling Zhao","is_ca":false},{"name":"Yiran Zou","is_ca":false},{"name":"Yirong Hu","is_ca":false},{"name":"Xi Luo","is_ca":false},{"name":"Zhisong Zhang","is_ca":false},{"name":"Andre Jun Xian Lai","is_ca":false},{"name":"Roger Ho","is_ca":false},{"name":"Bach Xuan Tran","is_ca":false},{"name":"Cyrus S. H. Ho","is_ca":false},{"name":"Wilson Tam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1896563688865608,"gpt":0.4599704115075087,"spread":0.2703140426209478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006885047,0.0003094737,0.0002926621,0.0006342962,0.001639813,0.0007913584,0.0004060657,0.0005900959,0.001533739],"category_scores_gemma":[0.001678943,0.0003267287,0.0004791527,0.0008850318,0.0006900702,0.0006230234,0.0007820175,0.0009599463,0.0001858814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101168,"about_ca_system_score_gemma":0.002654833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07780198,"about_ca_topic_score_gemma":0.1091973,"domain_scores_codex":[0.9995827,0.00006952437,0.00003519992,0.00005584011,0.00004997634,0.0002068859],"domain_scores_gemma":[0.998903,0.0001344785,0.0003131072,0.00003488331,0.0001120713,0.0005025206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005307479,0.0002133593,0.9939888,0.00001310489,0.00002356031,0.0001269423,0.004170259,0.000009798534,0.0001571199,0.00002479307,0.00007276227,0.001146483],"study_design_scores_gemma":[0.000002711479,0.00009560053,0.9920305,0.000007878497,0.000009016044,0.00002650516,0.007675699,0.00002114399,0.00001568861,0.00001038099,0.0001016386,0.000003223624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996181,0.00003963227,0.000006862772,0.00007323285,0.000006259372,0.000006664135,0.00002659415,1.951294e-7,0.0002223959],"genre_scores_gemma":[0.9995013,0.00007032992,0.00001120098,0.00009814215,0.00000803437,0.000008436062,0.00004784252,4.171896e-7,0.0002542137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07780198,"threshold_uncertainty_score":0.1546983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088214118","doi":"10.1007/s12603-020-1469-2","title":"Impact of Social Isolation Due to COVID-19 on Health in Older People: Mental and Physical Effects and Recommendations","year":2020,"lang":"en","type":"review","venue":"The journal of nutrition health & aging","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":598,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Social isolation; Mental health; Social distance; Isolation (microbiology); Anxiety; Gerontology; Psychology; Population; Medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease; Environmental health; Infectious disease (medical specialty)","authors":[{"name":"Walter Sepúlveda‐Loyola","is_ca":false},{"name":"Isabel Rodríguez-Sánchez","is_ca":false},{"name":"Patricia Pérez-Rodríguez","is_ca":false},{"name":"Felipe Ganz","is_ca":true},{"name":"R. Torralba","is_ca":false},{"name":"Daniel Vicentini de Oliveira","is_ca":false},{"name":"Leocadio Rodríguez‐Mañas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09364071575857341,"gpt":0.5291026468861828,"spread":0.4354619311276094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006850662,0.001105145,0.00229555,0.004714991,0.0007192649,0.002984667,0.001167096,0.002134494,0.003518274],"category_scores_gemma":[0.02388181,0.000551571,0.004001107,0.002787477,0.0006632971,0.002788918,0.001754835,0.001628409,0.0004075467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002962432,"about_ca_system_score_gemma":0.0106703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009037572,"about_ca_topic_score_gemma":0.018543,"domain_scores_codex":[0.9955493,0.001830222,0.001328855,0.0002767644,0.000776541,0.0002383379],"domain_scores_gemma":[0.9826204,0.01170793,0.003078435,0.0001672482,0.002060617,0.0003653083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002883944,0.00008096636,0.004213889,0.6241055,0.003244696,0.0004149336,0.001796666,0.0002137383,0.0003454481,0.001578117,0.01933434,0.3443833],"study_design_scores_gemma":[0.0001115727,0.0002798972,0.01200649,0.8642777,0.008977847,0.0008589012,0.00334966,0.0001129331,0.0002829026,0.001182871,0.1084941,0.00006514633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001271931,0.9927142,0.0001511713,0.003963286,0.0006653942,0.0001814748,0.0002054146,0.000009091087,0.0008380704],"genre_scores_gemma":[0.01347101,0.9827571,0.0006608308,0.001918625,0.0004124112,0.0003318723,0.0001380394,0.000004213183,0.0003058963],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009037572,"threshold_uncertainty_score":0.03623021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046923044","doi":"10.3390/nu12082352","title":"The Impact of COVID-19 on Health Behavior, Stress, Financial and Food Security among Middle to High Income Canadian Families with Young Children","year":2020,"lang":"en","type":"article","venue":"Nutrients","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":590,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"Canadian Institutes of Health Research; Helderleigh Foundation","keywords":"Context (archaeology); Thematic analysis; Pandemic; Psychology; Descriptive statistics; Coronavirus disease 2019 (COVID-19); Environmental health; Developmental psychology; Gerontology; Medicine; Qualitative research; Geography; Sociology","authors":[{"name":"Nicholas Carroll","is_ca":true},{"name":"Adam Sadowski","is_ca":true},{"name":"Amar Laila","is_ca":true},{"name":"V Hruska","is_ca":true},{"name":"Madeline Nixon","is_ca":true},{"name":"David W.L.","is_ca":true},{"name":"Jess Haines","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03184008818194917,"gpt":0.3439674534394238,"spread":0.3121273652574746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006815337,0.0002655995,0.0002623694,0.0008595121,0.005344351,0.0013182,0.0006387472,0.0002607044,0.002057202],"category_scores_gemma":[0.00220719,0.0001938396,0.000403228,0.001569169,0.001078323,0.0003814803,0.001265634,0.0007187548,0.00009941745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02962171,"about_ca_system_score_gemma":0.0312467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873072,"about_ca_topic_score_gemma":0.9953962,"domain_scores_codex":[0.9992361,0.0000682194,0.00002332605,0.0000507455,0.0001951476,0.000426423],"domain_scores_gemma":[0.9988787,0.0001099125,0.0002427607,0.00002130366,0.000307887,0.0004393984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006957585,0.00007231805,0.9586775,0.0001024592,0.00003805936,0.0003336424,0.02201716,0.00004809685,0.0003111142,0.0002346296,0.001890861,0.01620477],"study_design_scores_gemma":[0.000002590021,0.00002387069,0.9623523,0.00007607765,0.00001311598,0.00006135375,0.0355599,0.00003168133,0.00005635573,0.00002697561,0.001784208,0.00001142875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950495,0.0006487512,0.00002193658,0.0005355614,0.00001692571,0.00002226107,0.0005901618,0.000002824057,0.003112027],"genre_scores_gemma":[0.9981066,0.0008141434,0.0000853077,0.0001360212,0.000004851736,0.00001506386,0.0002593744,0.000001805607,0.0005767885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02962171,"threshold_uncertainty_score":0.2149215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025589218","doi":"10.1016/j.psychres.2020.113100","title":"Fear of COVID-19 scale: Psychometric characteristics, reliability and validity in the Israeli population","year":2020,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":574,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Anxiety; Clinical psychology; Psychology; Population; Mental health; Pandemic; Normative; Scale (ratio); Psychiatry; Coronavirus disease 2019 (COVID-19); Medicine; Disease; Environmental health","authors":[{"name":"Dana Tzur Bitan","is_ca":false},{"name":"Ariella Grossman‐Giron","is_ca":false},{"name":"Yuval Bloch","is_ca":false},{"name":"Yael Mayer","is_ca":true},{"name":"Noga Shiffman","is_ca":false},{"name":"Shlomo Mendlovic","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2763454875053469,"gpt":0.5156575453279192,"spread":0.2393120578225723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001724368,0.0003288717,0.0004255027,0.001356494,0.000916891,0.0009906759,0.0006391216,0.0006076223,0.002686723],"category_scores_gemma":[0.005572326,0.0002076761,0.0007204424,0.0008805169,0.0005668952,0.0004958565,0.001075632,0.001086372,0.0002599449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337011,"about_ca_system_score_gemma":0.001067956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009144676,"about_ca_topic_score_gemma":0.01157956,"domain_scores_codex":[0.9992536,0.0001884533,0.0001025603,0.00006426579,0.000272803,0.0001183605],"domain_scores_gemma":[0.9974254,0.0005279686,0.0009898921,0.0001138337,0.0005348303,0.000408153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001577286,0.0002353132,0.9893968,0.0000265726,0.00005931521,0.00004652584,0.0005272651,0.00004170203,0.0001763814,0.0001935529,0.0006608844,0.00847794],"study_design_scores_gemma":[0.00002882213,0.0001472041,0.996982,0.00003795675,0.0000300464,0.0002076094,0.001062154,0.000161115,0.000106903,0.0001248694,0.001100567,0.00001069293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994189,0.0003794907,0.0001115886,0.0002701753,0.00003533852,0.00008348182,0.0004503943,0.000004084559,0.00447634],"genre_scores_gemma":[0.9970772,0.0002748807,0.0003874525,0.000176818,0.00003443086,0.0001014672,0.0009862622,0.000004755972,0.0009567463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009144676,"threshold_uncertainty_score":0.01818287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097497433","doi":"10.1007/s10597-020-00728-y","title":"Prevalence, Psychological Responses and Associated Correlates of Depression, Anxiety and Stress in a Global Population, During the Coronavirus Disease (COVID-19) Pandemic","year":2020,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":566,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Anxiety; Depression (economics); Coronavirus; 2019-20 coronavirus outbreak; Clinical psychology; Population; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychiatry; Disease; Psychology; Virology; Environmental health; Infectious disease (medical specialty); Internal medicine; Outbreak","authors":[{"name":"Syed Mustafa Ali Shah","is_ca":false},{"name":"Danish Mohammad","is_ca":false},{"name":"Muhammad Fazal Hussain Qureshi","is_ca":false},{"name":"Mohammad Zain Abbas","is_ca":false},{"name":"Sameeha Aleem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2059424387612231,"gpt":0.4928096576964674,"spread":0.2868672189352443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005050034,0.0001718299,0.0001863592,0.0004754589,0.0003757922,0.0004827066,0.0001236203,0.0003429649,0.0006358438],"category_scores_gemma":[0.001709321,0.0001621392,0.0003047536,0.0005997876,0.0003466212,0.0003931411,0.0004616331,0.000382228,0.0001052467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844865,"about_ca_system_score_gemma":0.0001673078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003364369,"about_ca_topic_score_gemma":0.006902394,"domain_scores_codex":[0.9996834,0.0001260943,0.00003565208,0.00004666914,0.00005009428,0.00005821477],"domain_scores_gemma":[0.9994451,0.00008730791,0.0002661788,0.00003064861,0.00006398632,0.0001067469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002771291,0.00003374783,0.9977558,0.00001252876,0.00002164711,0.00005483113,0.0004727156,0.0000168408,0.0001716563,0.000007964651,0.0000603414,0.001364268],"study_design_scores_gemma":[7.616538e-7,0.00006823867,0.9988388,0.000004354355,0.000006221743,0.00009279441,0.0008924271,0.00002012568,0.00001244277,0.000008267434,0.00005407728,0.000001543537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994041,0.0001440586,0.00002621476,0.00004533144,0.000003466987,0.000006515993,0.0001102191,7.841343e-7,0.0002594106],"genre_scores_gemma":[0.9996001,0.0001449962,0.00003974246,0.00003435781,0.000006185423,0.000008006738,0.00009463914,3.970044e-7,0.0000715073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003364369,"threshold_uncertainty_score":0.006689548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118018179","doi":"10.1371/journal.pone.0244809","title":"Impact of COVID-19 pandemic on mental health: An international study","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":566,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"University of Nicosia; University of Cyprus; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Cyprus University of Technology; Lunds Universitet; Universität Basel; National Science Foundation","keywords":"Mental health; Psychological intervention; Pandemic; Population; Public health; Depression (economics); Psychology; Flexibility (engineering); Gerontology; Medicine; Environmental health; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease; Nursing","authors":[{"name":"Andrew T. Gloster","is_ca":false},{"name":"Demetris Lamnisos","is_ca":false},{"name":"Jeļena Ļubenko","is_ca":false},{"name":"Giovambattista Presti","is_ca":false},{"name":"Valeria Squatrito","is_ca":false},{"name":"Marios Constantinou","is_ca":false},{"name":"Christiana Nicolaou","is_ca":false},{"name":"Savvas Papacostas","is_ca":false},{"name":"Gökçen Aydın","is_ca":false},{"name":"Yuen Yu Chong","is_ca":false},{"name":"Wai Tong Chien","is_ca":false},{"name":"Ho Yu Cheng","is_ca":false},{"name":"Francisco J. Ruiz","is_ca":false},{"name":"M. Garcia-Martin","is_ca":false},{"name":"Diana Obando","is_ca":false},{"name":"Miguel A. Segura‐Vargas","is_ca":false},{"name":"Vasilis S. Vasiliou","is_ca":false},{"name":"Louise McHugh","is_ca":false},{"name":"Stefan Höfer","is_ca":false},{"name":"Adriana Băban","is_ca":false},{"name":"David Dias Neto","is_ca":false},{"name":"Ana Nunes da Silva","is_ca":false},{"name":"J.-L. Monestès","is_ca":false},{"name":"Javier Álvarez‐Gálvez","is_ca":false},{"name":"Marisa Páez-Blarrina","is_ca":false},{"name":"Francisco Montesinos","is_ca":false},{"name":"Sonsoles Valdivia‐Salas","is_ca":false},{"name":"Dorottya Őri","is_ca":false},{"name":"Bartosz Kleszcz","is_ca":false},{"name":"Raimo Lappalainen","is_ca":false},{"name":"Iva Ivanović","is_ca":false},{"name":"David Gosar","is_ca":false},{"name":"Frédérick Dionne","is_ca":true},{"name":"Rhonda M. Merwin","is_ca":false},{"name":"Angelos P. Kassianos","is_ca":false},{"name":"Maria Karekla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3781163480988788,"gpt":0.5128155966958339,"spread":0.134699248596955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010888,0.0003638037,0.000256455,0.001155233,0.0007785247,0.0009278971,0.0003210093,0.0005616209,0.002005641],"category_scores_gemma":[0.001793328,0.000247552,0.0004469734,0.001422875,0.0009839485,0.001163103,0.00157975,0.001042667,0.0002749777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005272871,"about_ca_system_score_gemma":0.0005702589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008109241,"about_ca_topic_score_gemma":0.009128505,"domain_scores_codex":[0.9995295,0.0001808306,0.00004590292,0.0000612153,0.00004400398,0.0001386656],"domain_scores_gemma":[0.9982906,0.0003231205,0.0006969998,0.0001080478,0.0001337956,0.0004474381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001092294,0.0002199604,0.9897578,0.00008158849,0.00004870468,0.0002438825,0.003913871,0.00002837597,0.0001636869,0.0001228733,0.0004186901,0.004891247],"study_design_scores_gemma":[0.000008036373,0.0002289807,0.988912,0.00007828459,0.0000186154,0.0002465989,0.009798381,0.00005384394,0.00003029805,0.00003628253,0.0005814712,0.000007312904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976707,0.0004135243,0.00004308872,0.0001882609,0.00001460123,0.0000374785,0.0002522878,0.000001251649,0.001378629],"genre_scores_gemma":[0.9986213,0.0007063501,0.00006813798,0.0001457676,0.00002477127,0.00003622524,0.0002540182,0.00000147169,0.0001419489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008109241,"threshold_uncertainty_score":0.01612407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003464250","doi":"10.1016/j.jiph.2020.01.005","title":"Middle East Respiratory Syndrome-Corona Virus (MERS-CoV) associated stress among medical students at a university teaching hospital in Saudi Arabia","year":2020,"lang":"en","type":"article","venue":"Journal of Infection and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":552,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"King Saud University; Canada Research Chairs","keywords":"Anxiety; Medicine; Anxiety score; Distress; Outbreak; Generalized anxiety disorder; Clinical psychology; Demography; Psychiatry; Internal medicine","authors":[{"name":"Abdulkarim Alrabiaah","is_ca":false},{"name":"Mohamad‐Hani Temsah","is_ca":false},{"name":"Ayman Al‐Eyadhy","is_ca":false},{"name":"Gamal Hasan","is_ca":false},{"name":"Fahad Alzamil","is_ca":false},{"name":"Sarah Alsubaie","is_ca":false},{"name":"Fahad Alsohime","is_ca":false},{"name":"Amr Jamal","is_ca":false},{"name":"Ali Alhaboob","is_ca":false},{"name":"Basma M. Alsaadi","is_ca":false},{"name":"Ali M. Somily","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07952825970352986,"gpt":0.3692308851993367,"spread":0.2897026254958068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003837269,0.0002739232,0.0002175378,0.0005024497,0.0008408737,0.0006394412,0.0002874331,0.0005659978,0.001758358],"category_scores_gemma":[0.001055978,0.0002337192,0.0002330238,0.0003773135,0.0003674438,0.0004088963,0.0006678114,0.0004283809,0.0002376844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006019748,"about_ca_system_score_gemma":0.0007722431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007601426,"about_ca_topic_score_gemma":0.009193763,"domain_scores_codex":[0.9996647,0.00007234328,0.00003958328,0.00003400636,0.00006314469,0.0001262326],"domain_scores_gemma":[0.9990503,0.00006942905,0.0003164896,0.0000211924,0.0001250971,0.0004175082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004136852,0.0001225213,0.9956803,0.00003656697,0.00001089542,0.0002889227,0.00142258,0.0000106668,0.0004485193,0.00001119657,0.0001838991,0.001742585],"study_design_scores_gemma":[0.000005769671,0.0003384887,0.9905666,0.00003303045,0.00001316679,0.0006153799,0.007894979,0.00007853906,0.0001146078,0.00001274751,0.0003190965,0.000007575487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996929,0.00006916103,0.000008707064,0.00009738602,0.000004621601,0.000004820145,0.00001988004,7.890238e-7,0.0001016314],"genre_scores_gemma":[0.9996722,0.0001035893,0.0000164945,0.00007704193,0.000008499374,0.000003491608,0.00002362039,2.402892e-7,0.00009490419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007601426,"threshold_uncertainty_score":0.01511437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3007743567","doi":"10.3390/jrfm13020036","title":"Risk Management of COVID-19 by Universities in China","year":2020,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":515,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Australian Research Council","keywords":"China; Coronavirus disease 2019 (COVID-19); Face (sociological concept); Control (management); Business; Emergency management; Public relations; Public health; Crisis management; Political science; Economic growth; Medical emergency; Medicine; Nursing; Sociology; Management; Economics","authors":[{"name":"Chuanyi Wang","is_ca":false},{"name":"Zhe Cheng","is_ca":false},{"name":"Xiao‐Guang Yue","is_ca":false},{"name":"Michael McAleer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01807583777597041,"gpt":0.316479067128509,"spread":0.2984032293525386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003769743,0.00025089,0.0002506179,0.002009786,0.004180144,0.002883239,0.0007460304,0.000767826,0.00387498],"category_scores_gemma":[0.006870975,0.0001790005,0.0003698385,0.001499753,0.001080441,0.001448107,0.003747446,0.0007429948,0.000226904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008038699,"about_ca_system_score_gemma":0.01478196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03908962,"about_ca_topic_score_gemma":0.03574709,"domain_scores_codex":[0.9974456,0.0007596973,0.000163664,0.0001855497,0.0005376083,0.0009079514],"domain_scores_gemma":[0.9940197,0.0005833597,0.001150079,0.000176706,0.001016006,0.003054131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001545795,0.0006522366,0.8278973,0.0001353027,0.00005674723,0.000596215,0.02160663,0.0008589649,0.0006943105,0.00971265,0.007825231,0.1298098],"study_design_scores_gemma":[0.0000589388,0.0003209774,0.918698,0.0002454812,0.00006686263,0.0003455071,0.03933023,0.006940577,0.0007596487,0.006722048,0.02638731,0.0001244587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831939,0.0008138809,0.0007645981,0.007958869,0.00006344936,0.00008436265,0.00006370621,0.00002346376,0.00703388],"genre_scores_gemma":[0.9972281,0.0003454373,0.0002931944,0.0003382763,0.00002566616,0.00002108269,0.0000330308,0.000002111939,0.001713205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03908962,"threshold_uncertainty_score":0.07772416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036646185","doi":"10.1089/cyber.2020.29188.bkw","title":"Connecting Through Technology During the Coronavirus Disease 2019 Pandemic: Avoiding “Zoom Fatigue”","year":2020,"lang":"en","type":"article","venue":"Cyberpsychology Behavior and Social Networking","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":505,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Zoom; Coronavirus; Virology; Disease; Medicine; Engineering; Infectious disease (medical specialty); Outbreak; Internal medicine","authors":[{"name":"Brenda K. Wiederhold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1857568963839362,"gpt":0.4479936479129411,"spread":0.2622367515290049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004186415,0.0005390481,0.0006818917,0.001710236,0.001106162,0.002629293,0.001109859,0.002358609,0.00837303],"category_scores_gemma":[0.01780369,0.0002288176,0.0005475696,0.0009737702,0.001205072,0.002569036,0.0009883054,0.003201438,0.002642742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102267,"about_ca_system_score_gemma":0.002727967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222323,"about_ca_topic_score_gemma":0.003341498,"domain_scores_codex":[0.9978255,0.0007539854,0.0001960904,0.0001571567,0.0009310921,0.0001360413],"domain_scores_gemma":[0.9856014,0.0073371,0.001000987,0.0002216892,0.004580209,0.001258543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006138058,0.00005571375,0.0008639822,0.004511639,0.00005628588,0.00007726565,0.0006091497,0.00003645746,0.0002570879,0.001552984,0.7328641,0.2590539],"study_design_scores_gemma":[0.0000189303,0.0001106628,0.003402339,0.004930921,0.0000680387,0.00027915,0.0007312782,0.0000480134,0.000161108,0.001118873,0.9891129,0.00001778357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002560179,0.6499129,0.0007054585,0.1185904,0.214314,0.0000928269,0.0001041457,0.00009376056,0.0136263],"genre_scores_gemma":[0.02683226,0.7293783,0.001029013,0.03234147,0.1897618,0.000142856,0.0001409685,0.00007800014,0.02029528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00837303,"threshold_uncertainty_score":0.02801055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051329386","doi":"10.1089/bsp.2004.2.265","title":"Factors Influencing Compliance with Quarantine in Toronto During the 2003 SARS Outbreak","year":2004,"lang":"en","type":"article","venue":"Biosecurity and Bioterrorism Biodefense Strategy Practice and Science","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":505,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Defense Threat Reduction Agency; U.S. Department of Defense","keywords":"Quarantine; Population; Enforcement; Business; Public relations; Medicine; Environmental health; Political science; Law","authors":[{"name":"Clete DiGiovanni","is_ca":false},{"name":"Jerome M. Conley","is_ca":false},{"name":"Daniel T. Chiu","is_ca":false},{"name":"Jason Zaborski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.074286140823513,"gpt":0.3885139404971792,"spread":0.3142277996736662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001428324,0.0002105297,0.0002294301,0.0005046658,0.003845133,0.001578212,0.0005785514,0.0006142603,0.002071121],"category_scores_gemma":[0.009616171,0.0003014331,0.0001958354,0.0006486004,0.001871644,0.0004132757,0.001145444,0.001291329,0.0001161918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01830471,"about_ca_system_score_gemma":0.00959868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7775607,"about_ca_topic_score_gemma":0.8711739,"domain_scores_codex":[0.9982421,0.0005844549,0.00008721863,0.00009304567,0.0003957027,0.0005975001],"domain_scores_gemma":[0.9945023,0.001439384,0.001958087,0.0001440419,0.0009165895,0.001039685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002708692,0.0002810959,0.6235906,0.0001226406,0.00004655486,0.001411262,0.3513736,0.0003218446,0.001922776,0.0003524068,0.003111411,0.01719493],"study_design_scores_gemma":[0.00001197261,0.0001600788,0.7907338,0.00005963616,0.00001718868,0.0001737332,0.2036698,0.0003044623,0.0002286744,0.00006679876,0.004545086,0.00002885445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979686,0.00007277317,0.00003088597,0.0006500364,0.000006217348,0.00001295541,0.00002633868,0.000003365376,0.001228819],"genre_scores_gemma":[0.9992964,0.00007553226,0.00003796487,0.00009807057,0.000004796466,0.000006655208,0.00003107421,0.000002011882,0.0004473796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2224393,"threshold_uncertainty_score":0.4474986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093863710","doi":"10.2196/20963","title":"Effectiveness of Virtual Medical Teaching During the COVID-19 Crisis: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR Medical Education","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":499,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Quarantine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Transmission (telecommunications); Public health; Medicine; Medical education; Outbreak; Virology; Nursing; Disease; Computer science; Infectious disease (medical specialty); Pathology","authors":[{"name":"Robyn‐Jenia Wilcha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05345435479476365,"gpt":0.5176531894818337,"spread":0.4641988346870701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009729582,0.000745024,0.004408539,0.007183766,0.0007752684,0.00293638,0.00200776,0.001832891,0.004059264],"category_scores_gemma":[0.06741801,0.0006764608,0.004789555,0.009162304,0.0008387367,0.00308914,0.001550352,0.001133315,0.000227315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004295786,"about_ca_system_score_gemma":0.01279941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006676655,"about_ca_topic_score_gemma":0.01849664,"domain_scores_codex":[0.9902006,0.004384708,0.002871892,0.0005421878,0.001724783,0.0002757088],"domain_scores_gemma":[0.9335841,0.05315135,0.008751419,0.0005943727,0.003246925,0.000671793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002711716,0.00005052828,0.001809282,0.9409153,0.004290063,0.0001220426,0.0009323734,0.00006854285,0.00007503475,0.0001577574,0.001128726,0.05017923],"study_design_scores_gemma":[0.0002854393,0.0003828434,0.009039897,0.9435331,0.03106547,0.0004441071,0.002297302,0.00008985446,0.0001826343,0.0001753393,0.01246022,0.00004388521],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006609116,0.9910482,0.0001669908,0.0004609777,0.0001364381,0.0004658792,0.0004817788,0.00001072143,0.0006200078],"genre_scores_gemma":[0.06257708,0.9344445,0.0008352056,0.000633831,0.0001020957,0.0009878618,0.0002738727,0.000007435798,0.0001380364],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009729582,"threshold_uncertainty_score":0.05145556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2131841402","doi":"10.1177/070674370404900609","title":"Psychological Effects of the SARS Outbreak in Hong Kong on High-Risk Health Care Workers","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":484,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Queen Mary University of London","keywords":"Medicine; Infection control; Health care; Outbreak; Population; Psychological stress; Psychiatry; Gerontology; Environmental health; Clinical psychology; Intensive care medicine","authors":[{"name":"Siew E. Chua","is_ca":false},{"name":"Vinci Cheung","is_ca":false},{"name":"Charlton Cheung","is_ca":false},{"name":"Gráinne McAlonan","is_ca":false},{"name":"Josephine WS Wong","is_ca":false},{"name":"Erik P.T. Cheung","is_ca":false},{"name":"Marco T. Y. Chan","is_ca":false},{"name":"Michael MC Wong","is_ca":false},{"name":"Siu Wa Tang","is_ca":false},{"name":"Khai M Choy","is_ca":false},{"name":"Meng K Wong","is_ca":false},{"name":"Chung‐Ming Chu","is_ca":false},{"name":"Kenneth WT Tsang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02027059515107987,"gpt":0.344178921293922,"spread":0.3239083261428422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004348831,0.0002757535,0.0001509789,0.0003527351,0.0005473585,0.0003615864,0.0001126798,0.000194185,0.001117156],"category_scores_gemma":[0.001312173,0.0001664382,0.000210977,0.000261638,0.0003502467,0.0001573414,0.0004221916,0.0003369392,0.0001276913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006278926,"about_ca_system_score_gemma":0.0004557853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03225507,"about_ca_topic_score_gemma":0.03530432,"domain_scores_codex":[0.9997435,0.00009139431,0.0000203986,0.00002100332,0.0000510301,0.00007265696],"domain_scores_gemma":[0.9989585,0.0001207168,0.0004040911,0.00003274089,0.0001436546,0.0003404028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001106803,0.00007503107,0.9966449,0.00001844313,0.00002397403,0.00010825,0.0007125314,0.00003482573,0.0003480752,0.000004472418,0.000106672,0.001812137],"study_design_scores_gemma":[0.000002398509,0.0001157254,0.9989489,0.000003936089,0.000003458797,0.00003344661,0.0007979986,0.00001921282,0.00002776489,0.000001834572,0.00004365674,0.000001711107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997727,0.00003619755,0.00000740462,0.00002852111,0.000002791335,0.000003734593,0.00003205874,4.444815e-7,0.0001161712],"genre_scores_gemma":[0.9997297,0.00006147746,0.00001804033,0.00002745973,0.000005813194,0.000003868247,0.00004781441,2.323307e-7,0.000105498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03225507,"threshold_uncertainty_score":0.06413466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3211081783","doi":"10.1016/j.euroneuro.2021.10.864","title":"The impact of the prolonged COVID-19 pandemic on stress resilience and mental health: A critical review across waves","year":2021,"lang":"en","type":"review","venue":"European Neuropsychopharmacology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":483,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Medical Research Council","keywords":"Pandemic; Mental health; Psychological resilience; Coronavirus disease 2019 (COVID-19); Public health; Population; Resilience (materials science); Medicine; Psychology; Psychiatry; Environmental health; Nursing; Social psychology; Disease","authors":[{"name":"Mirko Manchia","is_ca":true},{"name":"Anouk W. Gathier","is_ca":false},{"name":"Hale Yapıcı Eser","is_ca":false},{"name":"Mathias V. Schmidt","is_ca":false},{"name":"Dominique J.‐F. de Quervain","is_ca":false},{"name":"Thérèse van Amelsvoort","is_ca":false},{"name":"Jonathan I. Bisson","is_ca":false},{"name":"John F. Cryan","is_ca":false},{"name":"Oliver Howes","is_ca":false},{"name":"Luísa Pinto","is_ca":false},{"name":"Nic J. van der Wee","is_ca":false},{"name":"Katharina Domschke","is_ca":false},{"name":"Igor Branchi","is_ca":false},{"name":"Christiaan H. Vinkers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1685289847373869,"gpt":0.5534778438515194,"spread":0.3849488591141325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003950614,0.001159532,0.002894954,0.004891688,0.0007236435,0.002695544,0.001447407,0.002383091,0.003461669],"category_scores_gemma":[0.01313847,0.0005982692,0.002618193,0.005076671,0.001001628,0.002881714,0.00143873,0.002593692,0.0006570466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001827339,"about_ca_system_score_gemma":0.00669961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004475547,"about_ca_topic_score_gemma":0.007863181,"domain_scores_codex":[0.9984438,0.0004642704,0.0004916893,0.0001939586,0.0003051042,0.0001013042],"domain_scores_gemma":[0.9853979,0.01162038,0.00102135,0.000146257,0.001578272,0.0002357124],"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":[0.0002290843,0.00008433449,0.0009550674,0.3426733,0.001109341,0.0003010492,0.0009678089,0.0004118982,0.0003559537,0.004725921,0.04116046,0.6070258],"study_design_scores_gemma":[0.00003254629,0.000294229,0.004449084,0.3993255,0.003424027,0.001362375,0.001219682,0.0001774087,0.0002328974,0.003489656,0.5858975,0.00009510634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006602118,0.9990784,0.00002992211,0.0005071065,0.0001703803,0.000006099463,0.00001603554,0.000001710327,0.0001243951],"genre_scores_gemma":[0.0005214878,0.9988399,0.00005915819,0.0003337009,0.0001799742,0.00001129418,0.00001669338,0.000001122365,0.00003669098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004891688,"threshold_uncertainty_score":0.0208931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119253972","doi":"10.1136/bmjopen-2020-042871","title":"Examining the impacts of the COVID-19 pandemic on family mental health in Canada: findings from a national cross-sectional study","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":482,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Advancing Health Outcomes; Learning Partnership; University of British Columbia; Providence Health Care Research Institute; Providence Health Care","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research; Canadian Mental Health Association; Michael Smith Health Research BC","keywords":"Medicine; Mental health; Pandemic; Cross-sectional study; Public health; Feeling; Psychiatry; Coronavirus disease 2019 (COVID-19); Gerontology; Environmental health; Disease; Psychology; Nursing; Infectious disease (medical specialty)","authors":[{"name":"Anne Gadermann","is_ca":true},{"name":"Kimberly Thomson","is_ca":true},{"name":"Chris G. Richardson","is_ca":true},{"name":"Monique Hélène Gagné","is_ca":true},{"name":"Corey McAuliffe","is_ca":true},{"name":"Saima Hirani","is_ca":true},{"name":"Emily Jenkins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3317562163188532,"gpt":0.5330615899780761,"spread":0.2013053736592229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001831152,0.0004106817,0.0004708163,0.001793624,0.005692535,0.001927218,0.001337326,0.0005467992,0.001649136],"category_scores_gemma":[0.004070834,0.0005848717,0.0009007916,0.005353029,0.0008852932,0.0007087695,0.001797846,0.001202932,0.000228339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03313043,"about_ca_system_score_gemma":0.05798202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956235,"about_ca_topic_score_gemma":0.9972895,"domain_scores_codex":[0.9984757,0.0001530462,0.0001267939,0.0001661342,0.0005162031,0.0005620666],"domain_scores_gemma":[0.9951019,0.0002895937,0.0008348751,0.0001497662,0.002617438,0.001006323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001904277,0.00004096277,0.9938803,0.00005314213,0.00004037885,0.00005461794,0.002005567,0.00003635398,0.00005961071,0.00005018854,0.000739263,0.003020492],"study_design_scores_gemma":[0.000003409695,0.00002226783,0.9925942,0.00007592322,0.00002331395,0.00003841292,0.006265217,0.00009201476,0.00004095512,0.00001038653,0.0008255398,0.000008286993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895847,0.0009983609,0.000145876,0.000596554,0.00002080572,0.0001738405,0.006124679,0.0000111309,0.002343969],"genre_scores_gemma":[0.9932,0.001725951,0.0005396598,0.0004835765,0.00001342464,0.0001332358,0.002834016,0.000007520793,0.001062599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03313043,"threshold_uncertainty_score":0.2403792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}