{"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"},"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","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006864686,0.0003774557,0.001223662,0.0002039391,0.002991702,0.00008597413,0.0015676,0.0002220606,0.00004436795],"category_scores_gemma":[0.0002362712,0.0002177288,0.000499185,0.0006191281,0.0006969526,0.00006255418,0.0002488537,0.0007544488,0.00004492174],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681323,"about_ca_system_score_gemma":0.01014014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005091873,"about_ca_topic_score_gemma":0.001476547,"domain_scores_codex":[0.9962901,0.0003554136,0.0006661345,0.00094107,0.0004292919,0.00131795],"domain_scores_gemma":[0.9951241,0.00296137,0.0004730051,0.0009882452,0.00007570309,0.0003775587],"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":[0.0009696088,0.0001171396,0.0002458497,0.03429874,0.000135625,2.260936e-7,0.002924813,3.138246e-7,4.339874e-7,0.01961506,0.3795885,0.5621036],"study_design_scores_gemma":[0.001722481,0.0007762186,0.00005445758,0.0009528889,0.0001177042,0.00005386443,0.002006039,0.00004296285,4.455831e-8,0.002361371,0.9916846,0.0002274379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006175042,0.9123833,0.002371604,0.0609352,0.006270972,0.01571365,0.001782818,0.0001497589,0.0003864862],"genre_scores_gemma":[0.00001831353,0.9724835,0.002034416,0.005704619,0.005981307,0.008554802,0.0001489859,0.0001392655,0.004934829],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.612096,"threshold_uncertainty_score":0.9983063,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002687857,0.0004112197,0.00361179,0.00037619,0.00008395963,0.00001129721,0.0004686842,0.0001433895,0.0001012873],"category_scores_gemma":[0.0005242767,0.0002268875,0.001469694,0.0008013945,0.00004602076,0.00005732695,0.00002849779,0.0008661798,0.00001604634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003774377,"about_ca_system_score_gemma":0.002334056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002951867,"about_ca_topic_score_gemma":0.0008797573,"domain_scores_codex":[0.9927303,0.004401526,0.00183625,0.0002771278,0.0004370945,0.0003177244],"domain_scores_gemma":[0.9949834,0.001080791,0.003297731,0.0003366718,0.00003509397,0.0002662858],"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":[0.0001140794,0.0005017433,0.001219962,0.7895631,0.0006790996,0.0000206421,0.002974492,0.000005880151,1.757851e-8,0.0001997057,0.006389874,0.1983314],"study_design_scores_gemma":[0.00321018,0.009178541,0.00374454,0.750506,0.002056892,0.001510156,0.001432204,0.000004136642,2.235918e-9,0.0003098701,0.2274341,0.0006134159],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001630012,0.9925702,0.00002891814,0.001558598,0.0004022711,0.005039584,0.000117856,0.000007460167,0.000112161],"genre_scores_gemma":[0.00122299,0.9947168,0.000005364471,0.003731876,0.0001090598,0.000101168,0.00006223586,0.00003479294,0.00001577445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2210442,"threshold_uncertainty_score":0.9869865,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002067744,0.0006992884,0.001614399,0.0008597688,0.001318874,0.0001449936,0.0009477657,0.001472863,0.0007453309],"category_scores_gemma":[0.0002325166,0.0006651614,0.0003761377,0.001121717,0.0005159834,0.0001199791,0.0005367251,0.002880966,0.0001265857],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003912042,"about_ca_system_score_gemma":0.005922283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009258046,"about_ca_topic_score_gemma":0.0003045484,"domain_scores_codex":[0.9952145,0.0006353429,0.0008320839,0.001575625,0.0007392085,0.001003269],"domain_scores_gemma":[0.9972688,0.0002212086,0.0004498266,0.0005702185,0.00008640585,0.001403527],"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":[0.001080456,0.0006859516,0.05186533,0.00861933,0.0001289123,0.0033824,0.01762618,6.795869e-8,0.0001787039,0.003510573,0.01927266,0.8936495],"study_design_scores_gemma":[0.0006693199,0.000462935,0.01137926,0.0005079553,0.000833191,0.0008016996,0.0002837391,7.972898e-8,4.520458e-7,0.00001907019,0.984312,0.0007302754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06064141,0.9332237,0.00001283167,0.0003426185,0.001912486,0.002550622,0.0008008222,0.0002950573,0.0002204542],"genre_scores_gemma":[0.2335079,0.7240765,0.0007204777,0.02681208,0.003618622,0.00091703,0.001011353,0.0008433295,0.008492719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9650394,"threshold_uncertainty_score":0.9999813,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003115527,0.0003626361,0.001067791,0.0002024635,0.00007477654,0.00002984706,0.0002565295,0.000552899,0.00004521774],"category_scores_gemma":[0.0002518716,0.0003523275,0.0001491675,0.000656639,0.00008768539,0.00007237334,0.0003861458,0.0004312482,0.000005117371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005779048,"about_ca_system_score_gemma":0.0009704811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007971592,"about_ca_topic_score_gemma":0.00005120754,"domain_scores_codex":[0.9974527,0.00036537,0.0006842121,0.0008221234,0.0002538494,0.0004217779],"domain_scores_gemma":[0.9984661,0.0001836497,0.0005038263,0.0004272105,0.00003429463,0.0003849599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001764218,0.0001071621,0.6936892,0.05888412,0.00002991251,0.00003009328,0.0001667604,3.385838e-7,9.056552e-9,0.00004662897,0.0002067486,0.2468214],"study_design_scores_gemma":[0.002504012,0.00007808132,0.9256663,0.004990844,0.0009833488,0.0005820182,0.00004450408,6.070485e-7,6.503857e-8,0.00002409356,0.06460954,0.0005166268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0632099,0.9343482,0.00000858367,0.00001738648,0.0002765277,0.001034185,0.001005963,0.00002376642,0.00007548714],"genre_scores_gemma":[0.008368848,0.9908491,0.00002161294,0.0001779044,0.0003450123,0.00005414542,0.0000744249,0.00002745858,0.00008153907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2463048,"threshold_uncertainty_score":0.9998929,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062986,0.0001191618,0.0002060865,0.00004957999,0.0004372726,0.000009744958,0.00017834,0.00003693482,0.0001370643],"category_scores_gemma":[0.00009991807,0.0000771357,0.00004448562,0.000196854,0.0000687922,0.00003616916,0.00009726148,0.0003661765,0.000003611895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443847,"about_ca_system_score_gemma":0.00008369396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05524497,"about_ca_topic_score_gemma":0.002149341,"domain_scores_codex":[0.9980274,0.001060038,0.000345445,0.0002046466,0.00014102,0.000221481],"domain_scores_gemma":[0.9992269,0.0002173837,0.0001340944,0.0002879482,0.000005368371,0.0001283267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002712336,0.0005537125,0.9711759,0.00003280294,0.000007646606,0.00000441505,0.0252939,0.000002680971,0.0004025543,0.0003817872,0.0004577934,0.001415574],"study_design_scores_gemma":[0.001274626,0.0006507063,0.9916109,0.000007867237,0.000007258867,0.00001116303,0.006154408,0.000008786522,0.000008645773,0.00002783093,0.0001708959,0.00006689442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775687,0.0001637054,0.000007202365,0.02077416,0.0001280874,0.001248398,0.00004421818,0.00001859305,0.00004686454],"genre_scores_gemma":[0.9941849,0.00001517309,0.000004051294,0.005572,0.00003681593,0.00007902012,0.0000237194,0.00000980469,0.00007453276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05309563,"threshold_uncertainty_score":0.9510462,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002185227,0.0001139702,0.000226236,0.00004446563,0.00004930086,0.000005048665,0.0001908069,0.00005177364,0.00001987094],"category_scores_gemma":[0.0004709926,0.00008873628,0.00005740405,0.0001626593,0.00008018074,0.00002363494,0.0001245649,0.0001613615,0.000004909019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162581,"about_ca_system_score_gemma":0.0001260525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549902,"about_ca_topic_score_gemma":0.00009875996,"domain_scores_codex":[0.998755,0.0002640249,0.000218098,0.0002919345,0.0003196618,0.0001513217],"domain_scores_gemma":[0.9985768,0.0008022654,0.0002446648,0.0001787068,0.00004214379,0.0001554146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00639606,0.005557945,0.9569091,0.0006318518,0.0001204802,0.00001534497,0.01019385,0.00001219762,0.005041967,0.0005564627,0.003277152,0.01128765],"study_design_scores_gemma":[0.00637133,0.0007869362,0.9856153,0.00007168504,0.00002324961,7.399378e-7,0.0001999501,0.0001186206,0.004948361,0.00002564263,0.001755439,0.00008279741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958984,0.00001968892,0.00003799908,0.002026883,0.0005159725,0.0005050371,0.0008072373,0.0000148409,0.0001739949],"genre_scores_gemma":[0.9980049,0.00001168781,0.00001004847,0.001692746,0.00008693634,0.00001354617,0.00006126174,0.00001005292,0.000108797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0287062,"threshold_uncertainty_score":0.3854705,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005176407,0.000147729,0.0002496703,0.00003232987,0.0001031617,0.000006670979,0.00006793202,0.00005157002,0.0001791554],"category_scores_gemma":[0.00007007032,0.0001349226,0.0000600255,0.00008227103,0.00006867877,0.00004912524,0.00001576772,0.00007452679,0.000005891538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002883769,"about_ca_system_score_gemma":0.0002113699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7589992,"about_ca_topic_score_gemma":0.4580137,"domain_scores_codex":[0.9989814,0.00007860494,0.0002182135,0.0002797324,0.0001414093,0.0003005997],"domain_scores_gemma":[0.9993187,0.000187023,0.00008951947,0.0002002931,0.0000254792,0.0001789792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005882407,0.003142051,0.9281488,0.001038431,0.0003518164,0.0003151661,0.001439031,0.0001467913,0.001399094,0.01521732,0.009969666,0.03824357],"study_design_scores_gemma":[0.005631247,0.0007487627,0.9890407,0.00007388205,0.0001016508,0.00002889454,0.0001429375,0.00000582914,0.00009390782,0.0005052609,0.003408773,0.0002181158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990303,0.004791973,0.0002762077,0.0002319818,0.001325512,0.0003419127,0.00003618275,0.00008772526,0.002605487],"genre_scores_gemma":[0.9982732,0.0001171897,0.000006662546,0.001366438,0.0001059096,0.00004808209,0.000005966034,0.00001426964,0.00006226671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3009855,"threshold_uncertainty_score":0.5518761,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003564236,0.0001237164,0.0002352387,0.0002330646,0.0002588185,0.00005454137,0.0004968086,0.00006339395,0.0005085057],"category_scores_gemma":[0.001132524,0.0000763895,0.0001030197,0.0001562354,0.0005159515,0.0001320333,0.00007576604,0.0007807286,0.00003521748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002067239,"about_ca_system_score_gemma":0.001144973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008356856,"about_ca_topic_score_gemma":0.00005690248,"domain_scores_codex":[0.9959968,0.001527049,0.0006263555,0.0002745481,0.001151523,0.0004236976],"domain_scores_gemma":[0.9961775,0.002072929,0.000426852,0.0001522802,0.00006351777,0.001106938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03453599,0.02056938,0.4270195,0.00005011422,0.001666095,0.0006220084,0.04602322,0.0001406769,0.002225599,0.01177785,0.03168552,0.423684],"study_design_scores_gemma":[0.005174758,0.06507599,0.866776,0.0000405469,0.000004461584,0.0001795163,0.04046809,0.00004875462,0.00002949064,0.002503925,0.01955542,0.000142979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261924,0.0002733019,0.00009727573,0.07217224,0.0002029764,0.0005014301,0.0001233785,0.000004464616,0.0004325135],"genre_scores_gemma":[0.9934942,0.001001674,0.00001165925,0.005227704,0.0001874118,0.00001582024,0.00001002171,0.000008704736,0.0000428752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4397565,"threshold_uncertainty_score":0.5567781,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417672,0.0001720299,0.000311269,0.0001365999,0.0003752232,0.00001859937,0.0006160475,0.0001217342,0.0001249307],"category_scores_gemma":[0.0003368161,0.00008242896,0.0002567166,0.000284111,0.000394591,0.00004441134,0.000009947054,0.000888228,0.000004213053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759423,"about_ca_system_score_gemma":0.0008400595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03804881,"about_ca_topic_score_gemma":0.1779898,"domain_scores_codex":[0.9978522,0.0006769823,0.0007121984,0.0001728522,0.0001959282,0.0003898098],"domain_scores_gemma":[0.9980167,0.0003090455,0.0008682229,0.0004913735,0.00006025838,0.0002543747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002888097,0.0001707948,0.9706266,0.000005794795,0.00004848805,0.000004304688,0.003505662,0.00005659929,0.000005851496,0.002847961,0.007197051,0.01524208],"study_design_scores_gemma":[0.0007867367,0.002315765,0.9643602,0.00008726593,0.00004384575,0.00006301713,0.0009293361,0.00000392816,8.59097e-7,0.03121572,0.0001104698,0.00008280418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880426,0.002343492,0.000007250745,0.006896849,0.001906707,0.0002529564,0.0000867253,0.000002775537,0.0004606586],"genre_scores_gemma":[0.998472,0.0006134395,0.0000946019,0.0004806386,0.000298844,0.000002034698,5.264353e-7,0.00001183839,0.00002603987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.139941,"threshold_uncertainty_score":0.9683569,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009964291,0.00009146266,0.0001152642,0.00003674487,0.0001130762,0.00001247523,0.0001407012,0.00006743072,0.00002826159],"category_scores_gemma":[0.0004339199,0.00004692575,0.00005697221,0.0001810189,0.0001179536,0.00003294814,0.00002789055,0.0002422958,0.000005349212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377866,"about_ca_system_score_gemma":0.00006494785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007010127,"about_ca_topic_score_gemma":0.0001060194,"domain_scores_codex":[0.9987682,0.0003291187,0.0002235907,0.0001904529,0.0001232469,0.0003653577],"domain_scores_gemma":[0.9993557,0.0002133687,0.00009607137,0.0002384078,0.00001793128,0.00007855205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001260297,0.0002789809,0.8903612,0.000004977483,0.00002103965,0.000002295852,0.0008764298,0.000001186648,0.000005781346,0.006736616,0.00357811,0.09800739],"study_design_scores_gemma":[0.0007431413,0.00006059519,0.9941442,0.000003009852,0.000004273692,0.000007856869,0.0001399217,0.00000221433,0.000004904401,0.000834911,0.003998883,0.00005607182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870628,0.0004371009,0.00000689574,0.0006498667,0.0007483294,0.0007638815,0.0000176339,0.000008562764,0.01030494],"genre_scores_gemma":[0.998574,0.00003602902,0.00001411332,0.0004768079,0.0000323433,0.0004077216,0.000001736889,0.000006858396,0.0004503568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1037831,"threshold_uncertainty_score":0.1913576,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123622,0.0001477221,0.0001732066,0.0001226432,0.0003200684,0.00005928486,0.000433291,0.0001294716,0.0005221306],"category_scores_gemma":[0.00001980303,0.00008180447,0.0001084914,0.0001729558,0.0004774982,0.00005366082,0.0000176562,0.0005994106,0.00003219509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001263874,"about_ca_system_score_gemma":0.0003403813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06353741,"about_ca_topic_score_gemma":0.887947,"domain_scores_codex":[0.9985672,0.0001748866,0.0004026251,0.0001650721,0.0001861979,0.0005040243],"domain_scores_gemma":[0.9986683,0.0001345871,0.0002142373,0.0003560861,0.00004661866,0.0005802363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002644417,0.00006153251,0.9797809,0.00001398378,0.00005956767,0.00008896628,0.002384501,0.000001170606,5.787616e-7,0.005745596,0.006695257,0.004903463],"study_design_scores_gemma":[0.0004629187,0.0001910991,0.9868848,0.00005640341,0.00004431126,0.0001719204,0.003730043,4.395542e-7,0.000001390683,0.002609141,0.005742698,0.0001048221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977809,0.001891392,0.00004165633,0.01092642,0.004614342,0.0001601893,0.00006886964,0.000005820986,0.004482349],"genre_scores_gemma":[0.9961793,0.00002363399,0.0000842162,0.002458664,0.0007511466,0.000003151487,0.000001831855,0.00001808305,0.0004800042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8244096,"threshold_uncertainty_score":0.9426986,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000164711,0.00005927021,0.0001164751,0.00002421616,0.00006257504,0.000006763615,0.0001095383,0.00003732587,0.00007858699],"category_scores_gemma":[0.00003771263,0.00004134273,0.00005620518,0.00009270151,0.00005917737,0.00005372262,0.0000334039,0.0001241568,0.00000240573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003718794,"about_ca_system_score_gemma":0.0002097747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000368966,"about_ca_topic_score_gemma":0.00007889805,"domain_scores_codex":[0.9992976,0.00006434089,0.0003069743,0.00007201373,0.0001662986,0.0000928072],"domain_scores_gemma":[0.9995241,0.00004504448,0.0002471296,0.0000555906,0.00003087604,0.00009729092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008750835,0.000486015,0.6818318,0.0004386911,0.0001833569,0.000004545325,0.05435995,0.0001262154,0.001077457,0.00115148,0.006207758,0.2532576],"study_design_scores_gemma":[0.005189889,0.0007720166,0.5170768,0.0001356292,0.00008973349,0.0000606002,0.02784975,0.00003104236,0.01012205,0.0005888375,0.4377926,0.00029101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915847,0.0003220554,0.0003671031,0.00667336,0.0002811487,0.00009381852,0.000007492436,0.00000354084,0.0006668452],"genre_scores_gemma":[0.9977673,0.0002144974,0.000230395,0.001697381,0.00006578674,0.000001081609,0.000001498522,0.000005310229,0.000016775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4315848,"threshold_uncertainty_score":0.1685908,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101166,0.0001368054,0.0001825107,0.0000827008,0.0001018959,0.000132007,0.00008856731,0.00008085112,0.00008348896],"category_scores_gemma":[0.00002626799,0.0001437212,0.0000219122,0.00009325083,0.0001552494,0.0002294093,0.0000857936,0.0001569565,0.000006347167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607636,"about_ca_system_score_gemma":0.0001699206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003421449,"about_ca_topic_score_gemma":0.00008445593,"domain_scores_codex":[0.9990105,0.0000613943,0.0002632079,0.0003392981,0.00009608696,0.0002295275],"domain_scores_gemma":[0.9992228,0.0001278356,0.00006130715,0.0001170132,0.00001035568,0.0004607059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002437177,0.0004598052,0.7739678,0.00126985,0.0000240507,0.0004350735,0.1348092,0.00001184708,0.000751225,0.03484843,0.004307005,0.04887202],"study_design_scores_gemma":[0.005533027,0.002112944,0.9512985,0.0001527376,0.00004749425,0.00009700687,0.02894905,0.0001829259,0.00004259463,0.003145127,0.007713796,0.0007247396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968235,0.0002376108,0.001094581,0.0007754423,0.0001971528,0.0003713528,0.00003725295,0.00008202188,0.0003810519],"genre_scores_gemma":[0.9961602,0.00001155478,0.0001369613,0.003452794,0.0001018778,0.00003820464,0.00005135644,0.00001360952,0.00003340924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1773307,"threshold_uncertainty_score":0.586078,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009142961,0.0003211947,0.0007548507,0.0000952584,0.0001756838,0.00006101417,0.0005135127,0.0005679811,0.0003301156],"category_scores_gemma":[0.0003228771,0.0002130052,0.0004470841,0.000155246,0.0003258841,0.0000911581,0.0001220988,0.002033112,0.00008698629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002043097,"about_ca_system_score_gemma":0.001035404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553372,"about_ca_topic_score_gemma":0.0005440277,"domain_scores_codex":[0.9975878,0.00029469,0.000730256,0.0003081799,0.0007087203,0.0003703476],"domain_scores_gemma":[0.9973454,0.001061974,0.0008972299,0.0002956386,0.000135078,0.0002646924],"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":[0.001872482,0.0001115024,0.0005336588,0.00009786128,0.0002518327,0.00001295507,0.00251845,9.917914e-7,0.000001508525,0.0001834791,0.9787206,0.01569466],"study_design_scores_gemma":[0.005880985,0.0005465351,0.001336903,0.00007910181,0.0002099053,0.00002986724,0.001373532,0.000001772157,4.053101e-7,0.0007409953,0.9895983,0.0002017467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001319311,0.01577399,0.00006218167,0.01481349,0.962222,0.0004789387,0.0002253639,0.00002281134,0.005081893],"genre_scores_gemma":[0.008789647,0.07887565,0.0001034833,0.004045486,0.9018275,0.00001597404,0.0001023823,0.0001336593,0.006106224],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06310166,"threshold_uncertainty_score":0.8832973,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001831601,0.0001009637,0.0002017879,0.0001683006,0.00004980006,0.00001653725,0.0001167269,0.00004777716,0.00003408384],"category_scores_gemma":[0.0000374593,0.00007581012,0.0001064202,0.0001196377,0.0001250035,0.00009868493,0.00003795694,0.0002043131,3.35451e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266388,"about_ca_system_score_gemma":0.0003182619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2285912,"about_ca_topic_score_gemma":0.009946398,"domain_scores_codex":[0.999054,0.0001469922,0.0001988473,0.0001331969,0.000368267,0.00009874741],"domain_scores_gemma":[0.9990489,0.0001198771,0.0002701756,0.00004655632,0.0001681603,0.0003462972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002256348,0.004240477,0.9708489,0.00001819319,0.0001754673,0.00000972969,0.005278218,0.00001324251,0.006138078,0.0007576145,0.001142422,0.009121317],"study_design_scores_gemma":[0.001864161,0.0008374179,0.9960492,0.00002761831,0.00003504529,0.00002196843,0.00009013477,0.00001010287,0.0007934675,0.0001725331,0.00003290857,0.00006548902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928834,0.00003591428,0.000007409595,0.002022783,0.0001182667,0.0001670338,0.004738907,0.000002226406,0.0000239946],"genre_scores_gemma":[0.9990973,0.00003968744,0.000005754495,0.0006934055,0.0001107197,0.000002088383,0.00004170452,0.000005688388,0.000003619246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2186448,"threshold_uncertainty_score":0.7765456,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009031042,0.0003528119,0.003499032,0.0001502481,0.00006144094,0.000006258395,0.0002903969,0.0001643725,0.0004012933],"category_scores_gemma":[0.00003422395,0.0002017103,0.00147713,0.001010509,0.00009254266,0.00001612892,0.0001739537,0.0003165017,0.00001462549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004603852,"about_ca_system_score_gemma":0.00005750813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006469441,"about_ca_topic_score_gemma":0.00001746462,"domain_scores_codex":[0.9962555,0.001435232,0.001142168,0.0006706954,0.0002690472,0.000227368],"domain_scores_gemma":[0.9976602,0.0002960145,0.001110172,0.0007766852,0.00003015675,0.0001267776],"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":[0.00001575568,0.0001460626,0.0000247571,0.1856747,0.02853364,0.00001177492,0.00006457665,2.696664e-8,6.383969e-9,0.0003706022,0.01082524,0.7743328],"study_design_scores_gemma":[0.0001672203,0.0002536446,0.0003768652,0.006154946,0.2632649,0.000007712391,0.00002445946,6.613184e-8,8.621063e-8,0.00002393395,0.7295801,0.0001460693],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000547263,0.9920196,0.00001401623,0.002342209,0.0002368369,0.004434898,0.000232986,0.00001332648,0.000700678],"genre_scores_gemma":[0.00008521324,0.9970146,0.0000646858,0.001775422,0.00002472352,0.0006529925,0.00004901213,0.00001119685,0.0003221454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7741867,"threshold_uncertainty_score":0.8225507,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009742102,0.0001589526,0.0002401744,0.0003819181,0.0002606451,0.00003759486,0.0002746842,0.00004983443,0.0001066553],"category_scores_gemma":[0.0001487373,0.0001240531,0.00009175564,0.000510549,0.00003026184,0.0001127976,0.0001100434,0.0004234115,0.00001517326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289683,"about_ca_system_score_gemma":0.0001897848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324026,"about_ca_topic_score_gemma":0.0001744969,"domain_scores_codex":[0.9983677,0.0002721193,0.0005524833,0.0002339143,0.0002796247,0.0002941648],"domain_scores_gemma":[0.9991541,0.00004687668,0.0004360524,0.0001366277,0.00001934134,0.0002070309],"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":[0.000614044,0.0005231106,0.3472133,0.0006777034,0.00006386828,0.0002318911,0.04367156,0.0001917434,0.000003415683,0.1371443,0.01439053,0.4552745],"study_design_scores_gemma":[0.0009389578,0.0002510332,0.4599312,0.00003804704,0.0000715535,0.00002290727,0.01135376,0.00001281632,3.032773e-7,0.002613701,0.5246567,0.0001090021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8932996,0.003477675,0.03344992,0.0314714,0.002705149,0.001505172,0.000009414754,0.00004754977,0.03403409],"genre_scores_gemma":[0.9880008,0.005942972,0.0002661741,0.004413061,0.0006939708,0.00002195038,0.000002898676,0.00001308015,0.0006450822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5102662,"threshold_uncertainty_score":0.5058739,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007211667,0.0003228732,0.0003757756,0.000264726,0.002058732,0.0001109609,0.0002897525,0.0001604616,0.00004722649],"category_scores_gemma":[0.0001023232,0.00028951,0.00004661787,0.0008913507,0.0002266645,0.0001547255,0.000196034,0.0006188059,0.000003010431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483586,"about_ca_system_score_gemma":0.0002631926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004964267,"about_ca_topic_score_gemma":0.0008936274,"domain_scores_codex":[0.9972793,0.0005360273,0.0004848355,0.0008434377,0.0002299191,0.0006264386],"domain_scores_gemma":[0.9977337,0.0005894575,0.0001608113,0.0006595543,0.0001759359,0.0006805959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001514655,0.001155337,0.9607793,0.0002625184,0.00004278209,0.00001235757,0.03007597,4.610766e-7,0.0001445777,0.00006444639,0.0001088238,0.005838742],"study_design_scores_gemma":[0.01123787,0.002640493,0.9540893,0.00001099719,0.0001650528,0.0004185299,0.03077596,0.00000748821,7.629382e-7,0.00004594805,0.0002969259,0.0003106169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892121,0.001721348,0.00007574852,0.003463796,0.0001662183,0.004842796,0.000390279,0.00009979247,0.00002790119],"genre_scores_gemma":[0.9950641,0.0000730125,0.0001057746,0.002724776,0.00008208831,0.00183819,0.00002638409,0.00004703944,0.00003861808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009723217,"threshold_uncertainty_score":0.9999557,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003364489,0.0006237582,0.005794981,0.0004385637,0.0003666404,0.00005264153,0.001232725,0.0004576323,0.0005930095],"category_scores_gemma":[0.0009272076,0.000349182,0.001296124,0.002690525,0.0008990275,0.0000784443,0.0004514599,0.001221786,0.000008556253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297582,"about_ca_system_score_gemma":0.0002859978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146732,"about_ca_topic_score_gemma":0.000942523,"domain_scores_codex":[0.9872126,0.007526531,0.002291366,0.001305994,0.001049082,0.0006144262],"domain_scores_gemma":[0.9936442,0.002318026,0.00144267,0.001810072,0.0001783965,0.0006065984],"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":[0.00002078504,0.0008086791,0.05492982,0.9188049,0.01817321,0.000001993936,0.0003099137,2.993832e-7,7.386963e-8,0.000225895,0.00091658,0.005807806],"study_design_scores_gemma":[0.001072358,0.001145791,0.01501521,0.06342486,0.9089211,0.0002366731,0.000726335,0.00002413607,2.778303e-8,0.0004232755,0.007990714,0.001019477],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001506426,0.9854493,0.00008551985,0.0008523465,0.00009505379,0.008553414,0.003349889,0.00004393993,0.00006409479],"genre_scores_gemma":[0.01190288,0.9846913,0.00004258578,0.0002792555,0.0000232642,0.00236757,0.0002873568,0.00005215203,0.0003536495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.890748,"threshold_uncertainty_score":0.999896,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002424384,0.0009319804,0.005544754,0.0001618183,0.0007520417,0.00002739621,0.0004791064,0.0002131206,0.00007061496],"category_scores_gemma":[0.0001035591,0.0005863188,0.000746985,0.0005263212,0.0002072615,0.000048993,0.0003470105,0.001079318,0.00001937533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002205523,"about_ca_system_score_gemma":0.002406403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009263573,"about_ca_topic_score_gemma":0.0001445762,"domain_scores_codex":[0.991737,0.00294511,0.002617396,0.001170784,0.0005787712,0.0009509496],"domain_scores_gemma":[0.9947044,0.0001116908,0.002577721,0.001187363,0.00002416722,0.00139471],"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":[0.00001178147,0.0004313456,0.0001470868,0.8741688,0.0001462613,9.538521e-7,0.001165012,2.571901e-9,5.193678e-9,0.0001103682,0.04784773,0.07597072],"study_design_scores_gemma":[0.0007330528,0.0003713951,0.0001921364,0.7792295,0.000532864,0.001048655,0.0002395094,4.052264e-8,2.272597e-8,0.000001322829,0.2173168,0.000334674],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001154369,0.9691465,9.083155e-7,0.009474235,0.0007722426,0.01663965,0.00383186,0.00005464995,0.00006840295],"genre_scores_gemma":[0.00008170697,0.8448046,0.000003053967,0.1528381,0.0001238428,0.00008666477,0.001871212,0.00007458159,0.0001162512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1694691,"threshold_uncertainty_score":0.9996588,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001305975,0.0000841704,0.00020455,0.00004183122,0.0001510579,0.000001304546,0.00003895027,0.0001459084,0.0001169922],"category_scores_gemma":[0.0002226936,0.00005223603,0.00005700021,0.0001148026,0.0004494801,0.00003698905,0.00002370004,0.0001757458,0.000004867455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008507961,"about_ca_system_score_gemma":0.000009847307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792912,"about_ca_topic_score_gemma":0.0001632845,"domain_scores_codex":[0.9989595,0.0002758366,0.0002782443,0.0002193758,0.0000267266,0.0002402514],"domain_scores_gemma":[0.9989629,0.0006732271,0.0001515571,0.0001433684,0.00001006773,0.00005881489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001614166,0.00007038828,0.9784938,0.00001301765,0.00001189879,7.909502e-7,0.000640169,0.000002472388,0.0003314925,0.01676735,0.0007149363,0.00279223],"study_design_scores_gemma":[0.0003643866,0.000526005,0.9932863,0.00001770992,0.000005522029,0.00009745485,0.000110392,0.0000340342,0.00002469457,0.004940343,0.0005413684,0.00005186367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821714,0.0003587359,0.0132627,0.0003446185,0.0005845383,0.0001402344,0.000002145591,0.00001852794,0.003117125],"genre_scores_gemma":[0.9987975,0.0002218781,0.00003941786,0.000808745,0.0000493505,0.000004598717,0.00000120788,0.000003233848,0.00007403533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01662616,"threshold_uncertainty_score":0.2710359,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007726135,0.000358779,0.002437889,0.0007410283,0.0002442546,0.00009056695,0.0005538558,0.0001675773,0.0002164781],"category_scores_gemma":[0.00040923,0.0002846635,0.0002424537,0.0002240833,0.0005008263,0.000176359,0.0004809658,0.001104925,0.000006805021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003199457,"about_ca_system_score_gemma":0.003532446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005966597,"about_ca_topic_score_gemma":0.00005148647,"domain_scores_codex":[0.9920526,0.002836294,0.002316842,0.0005346436,0.001546009,0.0007136092],"domain_scores_gemma":[0.9950704,0.000605353,0.001924022,0.0003086983,0.0000830959,0.002008427],"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":[0.00005039635,0.001030764,0.002931069,0.4008013,0.0007747705,0.00004829049,0.0008938613,6.17214e-9,2.042206e-7,0.000245238,0.0052267,0.5879974],"study_design_scores_gemma":[0.002488038,0.002283046,0.002863346,0.3821623,0.0001202501,0.006907967,0.001887255,7.909111e-7,4.591417e-8,0.00004703425,0.6008775,0.0003624249],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004505385,0.9888379,0.0000241181,0.007072913,0.0003400436,0.002180986,0.001063639,0.000005963697,0.00002392086],"genre_scores_gemma":[0.002758129,0.9921005,0.000037572,0.004333444,0.0002289481,0.00004381603,0.0003358066,0.0000380069,0.0001237999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5956508,"threshold_uncertainty_score":0.9999605,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009225993,0.0001002644,0.000266818,0.0001441496,0.0001530775,0.00001223961,0.0004367437,0.0001100133,0.00008844351],"category_scores_gemma":[0.0001798621,0.0001040523,0.00006303409,0.0007940604,0.0002300325,0.00006909174,0.0002930437,0.0002828731,0.00002924631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006479802,"about_ca_system_score_gemma":0.0007008159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03538807,"about_ca_topic_score_gemma":0.001001574,"domain_scores_codex":[0.9980902,0.0005401791,0.0002646193,0.0003648632,0.0004489973,0.0002911388],"domain_scores_gemma":[0.9986936,0.0001664293,0.0001500369,0.0002896136,0.0001933999,0.0005069128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002433217,0.0003843223,0.638238,0.0008827789,0.0000853746,0.00006822671,0.3384652,0.0004026205,0.003963363,0.000761783,0.008167515,0.006147657],"study_design_scores_gemma":[0.002468905,0.002161139,0.4445968,0.0006146536,0.00006989783,0.00005417272,0.5405553,0.0002339609,0.0003492552,0.0002011999,0.008347849,0.0003469162],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923654,0.00003823665,0.0004393569,0.005948148,0.00008504583,0.0007179724,0.00009457483,0.00001570499,0.0002955777],"genre_scores_gemma":[0.9982543,0.000002956392,0.0001905808,0.0004397467,0.00003761851,0.000002525199,0.000009810357,0.000005389777,0.001057083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2020901,"threshold_uncertainty_score":0.9710354,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001513663,0.0002960901,0.0004156738,0.0003598617,0.002735002,0.0002766234,0.001455566,0.00009053151,0.0004993438],"category_scores_gemma":[0.0001970476,0.0002242027,0.0001400929,0.001261759,0.005315836,0.0004582653,0.0001088129,0.0004796049,0.000006994053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00270253,"about_ca_system_score_gemma":0.004341091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1513306,"about_ca_topic_score_gemma":0.4408533,"domain_scores_codex":[0.9964122,0.0002155983,0.000830614,0.0006999916,0.0004349391,0.001406716],"domain_scores_gemma":[0.9935089,0.00006675476,0.0005873255,0.0002340689,0.0002915866,0.005311409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058927,0.0001658454,0.9690714,0.00007333055,0.00003109923,0.001812179,0.02345768,0.0001499937,0.0004628181,0.001878417,0.0009208954,0.001870474],"study_design_scores_gemma":[0.001231444,0.001537721,0.9805222,0.00008691347,0.00006612321,0.0006368639,0.01479121,0.0001965756,0.0000306715,0.0002260351,0.0003592024,0.0003150131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888877,0.0002840211,0.0000866164,0.008414202,0.001494158,0.0005057882,0.000131883,0.00001930135,0.0001762938],"genre_scores_gemma":[0.9932553,0.00001689397,0.00007639568,0.006242726,0.0003544558,0.00001410849,0.000004073173,0.00001275928,0.00002330581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2895226,"threshold_uncertainty_score":0.9985633,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002062716,0.0003119552,0.0003761565,0.00006102043,0.0003058235,0.00006675404,0.0004852017,0.000121082,0.0006466508],"category_scores_gemma":[0.0002137725,0.0002496379,0.0001802524,0.0003147549,0.0001932011,0.00006353619,0.0002432927,0.0005136023,0.0004893879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002193658,"about_ca_system_score_gemma":0.0004032918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005729941,"about_ca_topic_score_gemma":0.0002012324,"domain_scores_codex":[0.9973186,0.0004981907,0.0006888937,0.0006780418,0.0002378443,0.0005784901],"domain_scores_gemma":[0.9977443,0.0007114119,0.0003677586,0.0006146521,0.00007983706,0.0004820222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007340538,0.0002434437,0.8789768,0.002970042,0.0002621502,0.00005462189,0.01304418,0.000150265,0.001459795,0.004821603,0.09665675,0.0006262991],"study_design_scores_gemma":[0.008079452,0.0005993788,0.5938643,0.0004916445,0.0002040427,0.0009196813,0.009905409,0.0009716856,0.00003332432,0.004420415,0.3793263,0.001184374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660964,0.003295384,0.000886709,0.02476742,0.002391301,0.001380534,0.00004225179,0.0003545835,0.0007854126],"genre_scores_gemma":[0.9391726,0.00003111687,0.001161052,0.05733701,0.000495475,0.000120525,0.00001199948,0.00005237342,0.001617873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2851126,"threshold_uncertainty_score":0.9999956,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001090921,0.0001753531,0.0002812765,0.0004064616,0.0003266394,0.000022614,0.0002345796,0.00008886665,0.000154892],"category_scores_gemma":[0.00003995259,0.0001188995,0.0001786363,0.0002740622,0.00016688,0.00006247461,0.000008307371,0.000490235,0.000004883553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000810161,"about_ca_system_score_gemma":0.004076858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0772966,"about_ca_topic_score_gemma":0.4284304,"domain_scores_codex":[0.9982414,0.0002236993,0.0005480288,0.0001876695,0.0001812074,0.0006180346],"domain_scores_gemma":[0.9971181,0.00009236331,0.0004448319,0.0003216818,0.00008930379,0.001933739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001818419,0.0001964705,0.9325356,0.00008352331,0.0001189884,0.0001487451,0.009107004,0.00006601676,0.000001491717,0.004296255,0.006199415,0.045428],"study_design_scores_gemma":[0.001625377,0.002805144,0.9803423,0.00008929188,0.00003545024,0.0001432715,0.01161355,0.000001990275,3.774908e-7,0.002549337,0.000666477,0.0001274264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821016,0.003741523,0.00003182897,0.01030931,0.002424842,0.0002466298,0.0000475724,0.000008985048,0.001087709],"genre_scores_gemma":[0.9962528,0.00002866874,0.00009255689,0.002997271,0.0005612494,0.000001453287,0.000005818484,0.00002211749,0.00003809142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3511338,"threshold_uncertainty_score":0.9288478,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002178646,0.0002767834,0.001767042,0.0002180301,0.0002300621,0.0000196991,0.00207772,0.0002041835,0.00007890147],"category_scores_gemma":[0.0003435586,0.0001297685,0.0009601017,0.00250971,0.001398886,0.0001156087,0.0003961575,0.0003676961,0.000001845079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002263765,"about_ca_system_score_gemma":0.0004205062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101927,"about_ca_topic_score_gemma":0.00006616614,"domain_scores_codex":[0.9964415,0.0007610644,0.001125937,0.0006311427,0.0006964157,0.0003439181],"domain_scores_gemma":[0.9962265,0.001485676,0.00178045,0.000268363,0.00002980275,0.0002091854],"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":[0.00006976721,0.0001666643,0.01785162,0.0153939,0.007913314,2.052258e-7,0.002092001,0.00001816778,3.769468e-7,0.001238191,0.007293861,0.9479619],"study_design_scores_gemma":[0.0001892429,0.00014095,0.008585464,0.001507184,0.02167839,0.000001940679,0.0002116459,0.000006924184,0.00001506296,0.002373425,0.9650797,0.0002100851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002998213,0.9936419,0.000003541827,0.004826822,0.0001027154,0.0007343848,0.0001320688,0.000005989173,0.0002527445],"genre_scores_gemma":[0.01383441,0.9846725,0.00003017155,0.001051389,0.00003336659,0.00004271336,0.000001217838,0.000007414048,0.0003268283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9577858,"threshold_uncertainty_score":0.5291805,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084569,0.000105191,0.0002379618,0.0001958687,0.0001539061,0.000009308703,0.0001678388,0.0003722692,0.0004177928],"category_scores_gemma":[0.00111767,0.0001033069,0.00009758917,0.000226387,0.00004944918,0.00005741822,0.000008531772,0.000568747,0.00004924767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002710301,"about_ca_system_score_gemma":0.005488981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06353324,"about_ca_topic_score_gemma":0.1823907,"domain_scores_codex":[0.9978195,0.000334006,0.0004467718,0.0001470143,0.0008239449,0.0004287612],"domain_scores_gemma":[0.9983164,0.000201664,0.0003440147,0.0001017317,0.000280352,0.0007558364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001127789,0.0009836659,0.8895776,0.0002031728,0.0002635145,0.0003967161,0.01852418,0.000005577947,0.00002719343,0.004239587,0.03192636,0.0537397],"study_design_scores_gemma":[0.003308524,0.000538931,0.9846866,0.0002105402,0.00001661526,0.00001030918,0.0008667081,9.288154e-7,0.00007889179,0.0001008971,0.01007764,0.0001034232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904034,0.000287387,0.000107335,0.003871416,0.003725193,0.000225001,0.0002064429,0.000008193289,0.001165589],"genre_scores_gemma":[0.9966034,0.00005357477,0.00001245146,0.002787941,0.0004565736,0.000005622488,0.00003685628,0.00001070696,0.00003287242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1188575,"threshold_uncertainty_score":0.9737216,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001139657,0.0001739011,0.0005665117,0.0001368411,0.0001278366,0.00002363536,0.001795465,0.0001142253,0.001427433],"category_scores_gemma":[0.00007704277,0.00009565844,0.0001468569,0.001276826,0.0003048927,0.0001290686,0.0002994691,0.0003347899,0.00001294836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006476577,"about_ca_system_score_gemma":0.0003848247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01485114,"about_ca_topic_score_gemma":0.05263278,"domain_scores_codex":[0.9974226,0.001019337,0.0005296983,0.0004220812,0.0002990981,0.0003071723],"domain_scores_gemma":[0.9959768,0.0006016391,0.0003265529,0.002996392,0.00003523026,0.00006339453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001706713,0.0003159016,0.961908,0.00004858385,0.0005862687,0.000004972773,0.01603488,0.00004072018,0.00007012938,0.001433215,0.01652522,0.001325434],"study_design_scores_gemma":[0.001010138,0.0001984355,0.9770839,0.00004396404,0.0007029746,0.00001099912,0.006983843,0.0001784013,0.00001461483,0.001225492,0.01242775,0.0001194821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969987,0.003808864,0.00004862753,0.02096661,0.0006933744,0.0002037493,0.002437744,0.00003306582,0.00182101],"genre_scores_gemma":[0.9882275,0.0001846394,0.0001425144,0.009622698,0.0002823943,0.00002280562,0.0007249471,0.00001666877,0.0007758748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03778164,"threshold_uncertainty_score":0.9994854,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00378565,0.0004989043,0.002211615,0.0004250509,0.0002475714,0.00003818325,0.001022587,0.0002220903,0.0001189414],"category_scores_gemma":[0.0003889554,0.0003471658,0.0002080982,0.001172096,0.004856297,0.00005597092,0.0002756829,0.0009378239,0.00007291932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005117577,"about_ca_system_score_gemma":0.001763765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002477144,"about_ca_topic_score_gemma":0.0003306516,"domain_scores_codex":[0.9936325,0.002051011,0.001443171,0.001698519,0.0004234143,0.0007513897],"domain_scores_gemma":[0.9954172,0.001113058,0.0009602788,0.0009270463,0.00002545006,0.001556905],"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":[0.0001929213,0.0005546104,0.0001072583,0.001036685,0.00003481618,0.00007094168,0.002996922,6.954103e-9,6.170207e-8,0.0009445699,0.02138625,0.972675],"study_design_scores_gemma":[0.0005699228,0.005148213,0.002443057,0.000428072,0.00004275025,0.0004869713,0.006277081,4.88775e-7,2.137221e-9,0.00002841917,0.9842752,0.0002997976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004085087,0.9444814,0.00002211616,0.04861924,0.0005950766,0.002175561,0.0002814147,0.00006546995,0.003351237],"genre_scores_gemma":[0.0004454305,0.9536228,0.0002498582,0.04507975,0.000151011,0.000187174,0.00005104201,0.00003395742,0.000178979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9723752,"threshold_uncertainty_score":0.999898,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003707709,0.0001226071,0.0001640717,0.00001789536,0.0001372774,0.00002200001,0.00006709348,0.0001116799,0.001282083],"category_scores_gemma":[0.00002342246,0.00009734716,0.00002358256,0.00007055652,0.00008967848,0.00005174447,0.00008808262,0.0001869581,0.0000150615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001455582,"about_ca_system_score_gemma":0.00004068421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001482379,"about_ca_topic_score_gemma":0.00001057547,"domain_scores_codex":[0.9991686,0.00005719088,0.0001385512,0.0003571395,0.00008983487,0.0001887163],"domain_scores_gemma":[0.9993053,0.0000617762,0.00005092079,0.0001191597,0.000009454915,0.0004533539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002098431,0.00006763864,0.8642569,0.0002316684,0.00003603362,0.00008374807,0.008542608,0.000005463959,0.001182887,0.001477318,0.01585376,0.1080522],"study_design_scores_gemma":[0.004277223,0.0004089301,0.7586402,0.0001275352,0.00005512596,0.0003981884,0.003076768,0.0006847571,0.001653583,0.0004779072,0.2296881,0.0005116501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992537,0.004496114,0.000108544,0.001056051,0.0003289316,0.0002028484,0.0001808377,0.0000789457,0.001010735],"genre_scores_gemma":[0.9924128,0.0004139682,0.00004060246,0.006744253,0.00005752263,0.000005736394,0.00003841935,0.00001173674,0.0002749745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2138343,"threshold_uncertainty_score":0.9996309,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005531121,0.0003953647,0.003907052,0.0001168385,0.0005804199,0.000133962,0.0003733994,0.0000876563,0.000485359],"category_scores_gemma":[0.000118901,0.00019285,0.00186989,0.001337132,0.0002866218,0.0000850306,0.0002287184,0.0001785467,0.000006607018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005080696,"about_ca_system_score_gemma":0.000571583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822924,"about_ca_topic_score_gemma":0.0006310409,"domain_scores_codex":[0.9930748,0.002134848,0.002376707,0.001193424,0.0008284844,0.000391711],"domain_scores_gemma":[0.9940685,0.0001212922,0.003153039,0.002355759,0.00008868145,0.0002127026],"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":[0.000002071437,0.00007394707,0.007287927,0.9697556,0.01797953,0.00005534049,0.000300516,0.000001762083,2.50389e-8,0.0000838281,0.001110306,0.003349152],"study_design_scores_gemma":[0.00007559606,0.00002741678,0.01563185,0.055625,0.8340969,0.000856923,0.0001250226,0.000004488546,4.576967e-8,0.000112153,0.09294814,0.0004964428],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005430329,0.9920064,0.000003131868,0.000220428,0.001349053,0.005409207,0.0004251506,0.0000254917,0.00001815011],"genre_scores_gemma":[0.001000956,0.9822058,0.000009031161,0.0001723926,0.00003308741,0.0005179557,0.0004747392,0.00001845343,0.01556759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9141306,"threshold_uncertainty_score":0.7864193,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007919317,0.000303401,0.0005990284,0.0001303999,0.00009217778,0.00002759351,0.0007661976,0.0002982348,0.0002799744],"category_scores_gemma":[0.0007642342,0.0002629133,0.0001111064,0.00105387,0.0001127525,0.0001544135,0.0004305628,0.000541937,0.00006639623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007881457,"about_ca_system_score_gemma":0.0006765532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003800532,"about_ca_topic_score_gemma":0.0003718117,"domain_scores_codex":[0.9970723,0.0003784357,0.0009086434,0.0007417114,0.0003937956,0.0005051366],"domain_scores_gemma":[0.9979137,0.0004306734,0.0003751498,0.0004871182,0.00008032175,0.0007130788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006235968,0.001642878,0.4401157,0.001530084,0.0003278705,0.00002253106,0.1763221,0.0002036656,0.1290226,0.002203686,0.1230476,0.1193254],"study_design_scores_gemma":[0.009946874,0.005530025,0.4720207,0.001947797,0.0005287642,0.0004802657,0.09566315,0.001976052,0.002902554,0.002904853,0.4032993,0.002799671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.923733,0.000164364,0.000221067,0.07362779,0.0002435458,0.00129907,0.0002034577,0.00006062173,0.000447084],"genre_scores_gemma":[0.9639072,0.00003798933,0.0002556349,0.03531709,0.0001860277,0.0001399948,0.00004981391,0.000028136,0.00007811211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2802517,"threshold_uncertainty_score":0.9999823,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007916458,0.00008498196,0.0001198708,0.00008924482,0.0003545757,0.00002809365,0.0001457512,0.00005076531,0.001242176],"category_scores_gemma":[0.0001539186,0.00008097218,0.00002335254,0.0003602491,0.0002042323,0.00007372455,0.000128219,0.0001010965,0.0001085049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000440636,"about_ca_system_score_gemma":0.001352717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002501778,"about_ca_topic_score_gemma":0.0002030277,"domain_scores_codex":[0.998839,0.00009751995,0.0001595165,0.0003702511,0.0001802344,0.0003534648],"domain_scores_gemma":[0.9989998,0.00009984749,0.00003171784,0.00009821275,0.00001894308,0.0007515033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003725231,0.00008153539,0.8818495,0.00004078175,0.000006402982,0.0001080648,0.0481583,0.000001738854,0.0473385,0.002287467,0.007947011,0.008455462],"study_design_scores_gemma":[0.003308967,0.001872915,0.8887246,0.000005837363,0.00004223517,0.0002351376,0.01249598,0.0001415332,0.000495672,0.0001294656,0.0920027,0.0005449445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876731,0.00001168038,0.001068038,0.009749115,0.0002088891,0.0002453499,0.00001907105,0.00009062252,0.0009341061],"genre_scores_gemma":[0.9436618,7.893711e-7,0.0003275169,0.05528742,0.00007242319,0.000006540273,0.000001449405,0.000008060357,0.000633992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08405568,"threshold_uncertainty_score":0.9996708,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002978496,0.00008186886,0.000125451,0.0000184379,0.0001178434,0.00001437906,0.0001461204,0.00005719917,0.00003854442],"category_scores_gemma":[0.0001676602,0.00004812093,0.00002244175,0.0001586234,0.000167983,0.00002993833,0.00006001665,0.0003369949,0.000001435008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001823244,"about_ca_system_score_gemma":0.00010459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000696264,"about_ca_topic_score_gemma":0.0002652816,"domain_scores_codex":[0.9991039,0.0002632751,0.0001682345,0.0002104205,0.0001094628,0.0001446849],"domain_scores_gemma":[0.9995095,0.0002091199,0.00008807536,0.00009418062,0.000004427466,0.00009471104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004740325,0.0000409846,0.8044043,0.00005265225,0.000004575821,0.000003446457,0.1864859,0.000006326321,0.00004246045,0.0002475798,0.00005242785,0.008611989],"study_design_scores_gemma":[0.0007886421,0.000426207,0.7279609,0.00001437549,0.00001014854,0.00002861842,0.2271954,0.0001890994,0.000009693921,0.00004058665,0.0432408,0.00009556014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914575,0.0004666362,0.00002264071,0.007478565,0.00003979195,0.0001783744,0.00001239334,0.00001705563,0.0003271049],"genre_scores_gemma":[0.9965498,0.00002345602,0.00004334997,0.003190332,0.00005706091,0.00002024763,0.000009262048,0.000005690279,0.0001007949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07644339,"threshold_uncertainty_score":0.1962315,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001367904,0.0002074636,0.0005047058,0.0001463338,0.0006095138,0.00006696298,0.0001508287,0.0001153736,0.0002731806],"category_scores_gemma":[0.0001864354,0.0002036107,0.00005686269,0.0005082391,0.0002577188,0.0001185252,0.0001042615,0.0003263332,0.00001995302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918114,"about_ca_system_score_gemma":0.00395151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005358591,"about_ca_topic_score_gemma":0.006732437,"domain_scores_codex":[0.9968012,0.0008532921,0.0007376433,0.0006906045,0.0002344442,0.0006828334],"domain_scores_gemma":[0.9964258,0.0003175234,0.0002731046,0.0002794587,0.0001148799,0.002589246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001274104,0.0002933079,0.9146877,0.001053861,0.00001959706,0.000002182999,0.06865787,5.880467e-7,2.709632e-7,0.0002318834,0.00531385,0.009611475],"study_design_scores_gemma":[0.001696536,0.001280857,0.8905239,0.000005481192,3.185462e-7,0.000006414237,0.03242421,0.00001648146,7.504696e-9,0.000006376977,0.07390753,0.0001319446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763031,0.006670489,0.0002224228,0.01361986,0.0003691495,0.001684777,0.0002018223,0.0001258064,0.0008025993],"genre_scores_gemma":[0.9886334,0.0002437214,0.00003322848,0.01031931,0.0002235068,0.0001929669,0.0001030807,0.00002231719,0.0002284983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06859368,"threshold_uncertainty_score":0.8303003,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009968802,0.0002536691,0.000368139,0.0001021606,0.0007555214,0.00003494654,0.0002315102,0.00007235755,0.00008140682],"category_scores_gemma":[0.000205871,0.0001966633,0.00006948037,0.0004657524,0.0001149112,0.00007103305,0.0002144915,0.0006430277,0.000004620824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843301,"about_ca_system_score_gemma":0.0001493974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004166295,"about_ca_topic_score_gemma":0.0005309493,"domain_scores_codex":[0.9971097,0.001297148,0.0004837386,0.0003965205,0.0002879801,0.0004249898],"domain_scores_gemma":[0.9983837,0.0003233767,0.0002356612,0.0004939457,0.00002491156,0.0005383888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001422966,0.0007635044,0.8746005,0.00008083331,0.00002602322,0.000002576329,0.108045,0.000001355731,0.001360184,0.000004190166,0.0002533741,0.01343951],"study_design_scores_gemma":[0.002825109,0.001937236,0.9771038,0.00005183767,0.00002302356,0.000008854358,0.01694108,8.489376e-7,0.0000175997,0.00001406646,0.0009171128,0.0001594817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926029,0.0009106556,0.00001839191,0.004069598,0.0002270227,0.001964605,0.0001090215,0.00006180614,0.00003593747],"genre_scores_gemma":[0.9935597,0.0002256154,0.00001085231,0.00582283,0.00004020836,0.0001178159,0.00002685281,0.00002646236,0.0001697231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025032,"threshold_uncertainty_score":0.8019695,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001539876,0.0002427876,0.001490915,0.0004575992,0.0003120697,0.00001593642,0.0001165314,0.00008391072,0.00002540407],"category_scores_gemma":[0.00007274644,0.0001807277,0.0001943901,0.0005037461,0.00003544477,0.00007983536,0.00004487758,0.0007177051,0.000003661009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002200785,"about_ca_system_score_gemma":0.001565107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349287,"about_ca_topic_score_gemma":0.0002095745,"domain_scores_codex":[0.9963261,0.001910805,0.001012345,0.0002139639,0.0002018924,0.0003348869],"domain_scores_gemma":[0.9966193,0.001401327,0.001306643,0.0001097924,0.00003234357,0.0005306054],"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":[0.0003027074,0.0009346391,0.00008293337,0.02762535,0.00008210247,0.000007054506,0.04862081,9.8409e-7,0.000001020063,0.0001914744,0.0151459,0.907005],"study_design_scores_gemma":[0.01141645,0.01441631,0.03322035,0.04779968,0.0004063522,0.001776806,0.005691125,0.00007320604,4.389946e-7,0.0008937433,0.8836067,0.0006988841],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007744628,0.8767438,0.0004838033,0.1112844,0.0004708093,0.003018693,0.0002271331,0.00001472314,0.00001196952],"genre_scores_gemma":[0.02100082,0.97249,0.00008097391,0.00576723,0.0005206924,0.00003697,0.00006795319,0.0000313212,0.000004010896],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9063061,"threshold_uncertainty_score":0.7369861,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001454255,0.0001711537,0.0002488082,0.00009766055,0.0003568657,0.00002068586,0.0001974519,0.00007896685,0.00003204842],"category_scores_gemma":[0.00005670674,0.0001225316,0.00004507966,0.0003101118,0.0001124059,0.00004031521,0.00004647411,0.0002086404,0.000009123791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006860737,"about_ca_system_score_gemma":0.001425038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7216694,"about_ca_topic_score_gemma":0.5640856,"domain_scores_codex":[0.9986153,0.0001101902,0.0002386184,0.0003403865,0.000206317,0.0004891356],"domain_scores_gemma":[0.998282,0.00006399615,0.0001185532,0.0002629963,0.00002855791,0.001243868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004390255,0.0001621255,0.9848426,0.00004994027,0.00002522615,0.000006696828,0.01062526,0.000005213605,3.963243e-7,0.0006792681,0.002055325,0.00110894],"study_design_scores_gemma":[0.001578353,0.00423304,0.9923062,0.0000423263,0.00001025684,0.000003435785,0.0008351858,0.000001717212,0.0000105792,0.00009593839,0.0007648285,0.0001181172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948871,0.0002140049,0.000005395575,0.001700761,0.0001628575,0.001176924,0.001680411,0.00002492221,0.0001476123],"genre_scores_gemma":[0.9974497,0.00006155801,0.000006558735,0.002247433,0.00007310824,0.00006240474,0.00006430533,0.00001754679,0.00001738635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575838,"threshold_uncertainty_score":0.4996693,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004078796,0.0001287729,0.0002769754,0.0003573573,0.000207925,0.00003159158,0.0003783476,0.0001436458,0.0004297177],"category_scores_gemma":[0.0009892816,0.0001021582,0.00006160919,0.002120241,0.0002179384,0.00006357508,0.00007695494,0.0005939696,0.00007954519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768796,"about_ca_system_score_gemma":0.000330694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006645004,"about_ca_topic_score_gemma":0.0005379813,"domain_scores_codex":[0.9961895,0.001583816,0.0005070398,0.0005749093,0.0006728301,0.0004719254],"domain_scores_gemma":[0.9979879,0.0008813537,0.0001068939,0.0005731737,0.00008364268,0.0003670865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005975722,0.0005625208,0.9782543,0.0006096279,0.000005652251,0.00000226665,0.003652151,6.767585e-7,0.00001461684,0.001418157,0.009851654,0.005030844],"study_design_scores_gemma":[0.0009315185,0.000663577,0.9779965,0.00001251574,0.000006612986,0.000004928018,0.002116698,0.00008187305,8.050621e-7,0.002642155,0.01545156,0.00009126387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471617,0.0008492712,0.00009606913,0.04915032,0.0006640417,0.0009066614,0.00008407421,0.00002661758,0.001061225],"genre_scores_gemma":[0.9958794,0.000256041,0.0001926217,0.003116994,0.000365967,0.00005662398,0.00003988151,0.00001564784,0.00007683257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04871767,"threshold_uncertainty_score":0.9999698,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001649943,0.0001692633,0.000291319,0.00005349756,0.001272802,0.00002799332,0.0002945738,0.0001029004,0.0001108304],"category_scores_gemma":[0.0004391128,0.0001285842,0.00004867087,0.000241532,0.0002256405,0.0001087421,0.0002465113,0.001096179,0.000001410766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007687571,"about_ca_system_score_gemma":0.0002458906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002943312,"about_ca_topic_score_gemma":0.00129292,"domain_scores_codex":[0.9949674,0.003565775,0.0006423259,0.0002116933,0.0002396537,0.0003731685],"domain_scores_gemma":[0.9978492,0.0005133219,0.0004203956,0.0002432955,0.00002697061,0.0009468304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0029907,0.0004584486,0.9806674,0.0003735954,0.00001573033,0.0000113259,0.009524986,0.000008295786,0.00001110474,0.0000277776,0.0001283789,0.005782223],"study_design_scores_gemma":[0.002721458,0.0003654646,0.9899625,0.0002552021,0.00001292521,0.0002676186,0.005826781,0.00005855945,6.392928e-7,0.0003137152,0.0001118795,0.0001033245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859342,0.009687675,0.00001427961,0.003001432,0.00019617,0.00051795,0.0005886625,0.00003297393,0.00002664933],"genre_scores_gemma":[0.992012,0.003988775,0.00001342575,0.003871705,0.00003270587,0.00001269547,0.00003536771,0.00000953723,0.00002376943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009295,"threshold_uncertainty_score":0.9789492,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002122251,0.000103402,0.0002483962,0.00007022566,0.00006424739,0.000006187609,0.000204688,0.0000368251,0.002054647],"category_scores_gemma":[0.00006424703,0.00009457012,0.0000533091,0.0001064948,0.00002508615,0.00005458344,0.00004210075,0.0001585483,0.0001498889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007395268,"about_ca_system_score_gemma":0.0003970676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003176281,"about_ca_topic_score_gemma":0.000297593,"domain_scores_codex":[0.9987283,0.0001732604,0.0002766971,0.0002889436,0.0003309473,0.0002018256],"domain_scores_gemma":[0.9990827,0.00007950016,0.0001260299,0.0002058958,0.00001963784,0.0004862017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001224556,0.0174014,0.9443862,0.00007260402,0.0003360777,0.00000587045,0.03208472,0.000003659177,0.001005284,0.0001312888,0.001203367,0.002144971],"study_design_scores_gemma":[0.007481421,0.03718686,0.9450797,0.0000594857,0.00004840776,0.000004719602,0.007760264,0.0002469154,0.00009238913,0.00006680781,0.001712726,0.0002603464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932829,0.0000512421,0.00001006957,0.004718387,0.0001336874,0.000728337,0.0002197158,0.00007303062,0.0007826823],"genre_scores_gemma":[0.9916384,0.0000301376,0.00003279367,0.007875623,0.0001662509,0.00002622641,0.00008450983,0.00001481693,0.0001312041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02432445,"threshold_uncertainty_score":0.9988576,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002755659,0.0001379594,0.0003846302,0.0002960066,0.0002813714,0.00004487845,0.0001783857,0.0001883127,0.0002722401],"category_scores_gemma":[0.0003938045,0.0001364841,0.00009105044,0.0003236761,0.00007474701,0.0003133592,0.0001118454,0.0009977531,0.0000138928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875887,"about_ca_system_score_gemma":0.001011325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007172301,"about_ca_topic_score_gemma":0.00760177,"domain_scores_codex":[0.9970497,0.001072772,0.0005923934,0.000227908,0.0006398735,0.0004173836],"domain_scores_gemma":[0.9981562,0.0001278187,0.0006227011,0.00008319883,0.00006830025,0.0009417198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009762016,0.0009691521,0.9828178,0.00008612601,0.0000721506,0.0002359719,0.007855694,9.569231e-7,0.000005718467,0.00007347603,0.002591755,0.00519356],"study_design_scores_gemma":[0.002742625,0.001799755,0.9670344,0.0001579911,0.000008168995,0.00006990646,0.002200077,0.00002668859,0.000001031943,0.000003607537,0.02584405,0.000111688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911749,0.000246839,0.0000847355,0.006915599,0.0008116683,0.0002107523,0.00002138223,0.00002983871,0.0005042297],"genre_scores_gemma":[0.9929906,0.0001883951,0.000004588218,0.006581157,0.0001258791,0.000001047561,0.000005396475,0.0000123699,0.00009057141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02325229,"threshold_uncertainty_score":0.999439,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004904002,0.0001205205,0.0002842602,0.0001868409,0.00008513223,0.000008821145,0.0001817167,0.00004968662,0.0001231102],"category_scores_gemma":[0.00001369725,0.0001134568,0.000084589,0.000276102,0.0000590827,0.00007498208,0.0001172456,0.0002357017,0.000006900235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198174,"about_ca_system_score_gemma":0.00007136673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066798,"about_ca_topic_score_gemma":0.00005504445,"domain_scores_codex":[0.9988566,0.0001212133,0.0004359374,0.0001755193,0.0002073506,0.0002033859],"domain_scores_gemma":[0.9991857,0.00004827798,0.0004298077,0.0001073422,0.00001517289,0.0002136946],"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":[0.004740741,0.001003726,0.1634019,0.002221762,0.0003207883,0.002142696,0.04021562,0.000386611,0.000006002823,0.07979572,0.0625979,0.6431665],"study_design_scores_gemma":[0.005215603,0.0008440852,0.3448651,0.00009386143,0.0002276062,0.000007487915,0.02105163,0.00002355167,0.000006005432,0.002561976,0.624922,0.0001809999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517246,0.005082535,0.03072824,0.001695971,0.0006285284,0.0004668943,0.0001326889,0.00001550965,0.00952504],"genre_scores_gemma":[0.9823487,0.01550502,0.000609686,0.0009948194,0.00007741521,0.000002744213,0.000002590625,0.000008797912,0.0004501704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6429855,"threshold_uncertainty_score":0.4626634,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002984059,0.0003228179,0.0004237485,0.00006423514,0.001990123,0.00004888023,0.0003662986,0.0004077184,0.0002269148],"category_scores_gemma":[0.00002901361,0.0002903756,0.0001375932,0.0004051976,0.0003603346,0.00009989999,0.0002241611,0.001177519,0.00005648186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431572,"about_ca_system_score_gemma":0.00005834268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002287772,"about_ca_topic_score_gemma":0.00008848858,"domain_scores_codex":[0.9973481,0.0003568784,0.0004767333,0.0007920008,0.0001596136,0.0008666368],"domain_scores_gemma":[0.9989425,0.000284034,0.0002489937,0.0002924949,0.00003291396,0.0001990689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004323109,0.0001494197,0.7561837,0.00002257825,0.00007217065,0.0002179828,0.02527219,0.000004415745,0.0009177218,0.004905572,0.0005225357,0.2112993],"study_design_scores_gemma":[0.002896806,0.0001883683,0.9126598,0.00005685482,0.0002461384,0.0001050457,0.01321935,0.00002304001,0.00001654829,0.0005478279,0.06937869,0.0006615806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986389,0.004106015,0.0003434611,0.004817757,0.002278044,0.0006475178,0.00002858193,0.0003805758,0.001009024],"genre_scores_gemma":[0.9928527,0.0002806981,0.00004126971,0.004726219,0.001705907,0.0001487605,0.00002549462,0.00006305472,0.0001558199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2106378,"threshold_uncertainty_score":0.9999548,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008919401,0.0002341514,0.000215759,0.00008479894,0.0006677529,0.0001733906,0.0002146905,0.0001164315,0.00001762742],"category_scores_gemma":[0.00008660765,0.0001465502,0.00001945283,0.0006567451,0.0009328435,0.001033115,0.00008378697,0.0003370644,0.000006385223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002643091,"about_ca_system_score_gemma":0.0004208642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05365045,"about_ca_topic_score_gemma":0.01382384,"domain_scores_codex":[0.9981064,0.0001007626,0.0002872306,0.0006319634,0.000301944,0.0005717295],"domain_scores_gemma":[0.9991398,0.0001017323,0.0001774881,0.000308354,0.00009342486,0.0001792166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.006816962,0.003872168,0.3145055,0.00157899,0.0002371592,0.001325899,0.3834635,0.00004259367,0.1529161,0.1032358,0.0001023099,0.03190302],"study_design_scores_gemma":[0.001909308,0.0007129707,0.8992625,0.0001694857,0.00002946817,0.0002418807,0.09261882,0.00002285729,0.002819739,0.0001363554,0.001656154,0.000420425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939333,0.002214854,0.00001496152,0.001495904,0.0002100419,0.0003461693,0.00001998579,0.00003200541,0.001732838],"genre_scores_gemma":[0.998423,0.000620097,0.0001007697,0.0007664686,0.00003529909,0.000007424949,0.000001775394,0.000007359843,0.0000377447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5847571,"threshold_uncertainty_score":0.9526514,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007670115,0.0004490992,0.003019632,0.000164358,0.0002077255,0.00001575713,0.001153962,0.0006636006,0.002390615],"category_scores_gemma":[0.01520726,0.0002704689,0.0006034682,0.000510736,0.0001659828,0.00004764988,0.0001914245,0.001840618,0.000355228],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135865,"about_ca_system_score_gemma":0.01809487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004962899,"about_ca_topic_score_gemma":0.00001222181,"domain_scores_codex":[0.9872249,0.008151734,0.001868158,0.0006868833,0.001688062,0.0003802861],"domain_scores_gemma":[0.9923285,0.004346721,0.001005988,0.000895415,0.00005330491,0.001370105],"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":[0.00001571638,0.0004542672,0.000002237461,0.8853937,0.0001722368,0.000022049,0.001018086,4.557444e-9,1.417531e-8,0.002359907,0.01771619,0.0928456],"study_design_scores_gemma":[0.0002063157,0.00007223769,0.000007032506,0.4465714,0.0008019995,0.0003171666,0.0004527795,4.542835e-7,1.869484e-8,0.00001796302,0.5513971,0.000155525],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001130975,0.9827155,0.0001212422,0.0078828,0.002212863,0.006573018,0.00001760237,0.00008396324,0.0003817419],"genre_scores_gemma":[0.0002052925,0.9762753,0.000003589049,0.01589572,0.0006399137,0.006526741,0.0001442571,0.0000589666,0.0002502282],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.533681,"threshold_uncertainty_score":0.9999747,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006905961,0.000182825,0.0003429992,0.0002523185,0.0003279588,0.00001721895,0.0006380134,0.0001496399,0.00005232622],"category_scores_gemma":[0.00005396337,0.0001085261,0.0002111144,0.0004496561,0.0002071866,0.00003536414,0.00001449118,0.001058704,0.00002222318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159707,"about_ca_system_score_gemma":0.003970479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2255427,"about_ca_topic_score_gemma":0.7707312,"domain_scores_codex":[0.9978551,0.0005236678,0.0006017022,0.0002037384,0.0002540507,0.0005616876],"domain_scores_gemma":[0.9982548,0.0001349577,0.0005973327,0.0005047041,0.00004212596,0.0004660274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004887385,0.0003108104,0.9210602,0.0001885299,0.0001132905,0.0001097385,0.01437189,0.0006623483,0.000004165041,0.03148079,0.01188821,0.01932131],"study_design_scores_gemma":[0.002641937,0.001186593,0.9835837,0.0006176764,0.00003018698,0.0001021277,0.003362832,1.583297e-7,0.00001177165,0.007611596,0.0007375683,0.0001137842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513029,0.003644622,0.00001285984,0.03487316,0.008619264,0.0004298527,0.00002711553,0.000005342308,0.001084897],"genre_scores_gemma":[0.9915466,0.00004191138,0.0002390656,0.007727931,0.0003668295,0.000004644936,0.000001123213,0.00002231846,0.00004957167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5451884,"threshold_uncertainty_score":0.7796144,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002683462,0.0007320814,0.001868707,0.00008504697,0.0008748151,0.00004975095,0.001385638,0.0001518406,0.0002811348],"category_scores_gemma":[0.001007944,0.0004033187,0.0008396982,0.0006781278,0.0012965,0.00004009753,0.0006552846,0.001803955,0.00008513472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000611917,"about_ca_system_score_gemma":0.00174164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001288148,"about_ca_topic_score_gemma":0.0000442382,"domain_scores_codex":[0.9805222,0.01508362,0.001557291,0.001312967,0.0003754256,0.001148493],"domain_scores_gemma":[0.9934685,0.003416683,0.0009979643,0.001319898,0.00006976926,0.0007271991],"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":[0.0003495306,0.0006197591,0.000348174,0.0290374,0.0002911036,0.0003073698,0.001213462,9.562726e-7,0.00001702502,0.0002006281,0.1178475,0.8497671],"study_design_scores_gemma":[0.0009501807,0.0009857569,0.002196948,0.008349266,0.0001750637,0.0009552349,0.00007812316,8.865031e-7,8.889953e-8,0.000005017502,0.9860044,0.0002990896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009889815,0.9855116,0.000001415642,0.004922446,0.003543543,0.003334496,0.000792768,0.0001047947,0.0007999516],"genre_scores_gemma":[0.0009001511,0.9798006,0.000002729223,0.01790854,0.000322299,0.0001603142,0.00003911464,0.0001689929,0.0006972276],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8681569,"threshold_uncertainty_score":0.9998419,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001997959,0.0001076256,0.0002079809,0.00003838418,0.0003079431,0.000044927,0.0004840018,0.00003932078,0.0005492936],"category_scores_gemma":[0.000267689,0.00007314944,0.00003188429,0.0002682478,0.00004264655,0.00005469589,0.0003297009,0.0002466739,0.00001188413],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004471626,"about_ca_system_score_gemma":0.02137246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9685299,"about_ca_topic_score_gemma":0.9767333,"domain_scores_codex":[0.9978006,0.0005895609,0.000472608,0.0003360063,0.0005411562,0.0002600664],"domain_scores_gemma":[0.998589,0.0007325176,0.0001949667,0.0003166347,0.00003666662,0.0001301803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003269233,0.0002107645,0.9846287,0.00001228591,0.00003578357,0.000008900725,0.004664516,0.0000382175,0.00006037793,0.0002951788,0.009504925,0.0002134023],"study_design_scores_gemma":[0.002385851,0.0001375178,0.9848933,0.00003098795,0.000002021799,0.00001990014,0.008574465,0.000009922887,0.00000692429,0.0001715078,0.00369408,0.00007357197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892864,0.00006294128,0.000001634363,0.003819405,0.0008646605,0.003382726,0.0005635127,0.000005230872,0.00201344],"genre_scores_gemma":[0.9641762,0.00000397501,0.000007024184,0.03492159,0.00005986948,0.0002630996,0.00006354468,0.000009776571,0.0004949037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03110219,"threshold_uncertainty_score":0.99935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}