{"id":"W3111588798","doi":"10.1136/bmjopen-2020-043805","title":"Social, financial and psychological stress during an emerging pandemic: observations from a population survey in the acute phase of COVID-19","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Children's Hospital of Eastern Ontario; McGill University; Ottawa Hospital; Royal Ottawa Mental Health Centre; Hôpital Rivière-des-Prairies; University of Ottawa","funders":"Norsk Institutt for Vannforskning; Centre for Addiction and Mental Health; Ottawa Hospital Research Institute; University of Ottawa","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Epidemiology; Psychological stress; Population; Virology; Environmental health; Clinical psychology; Nursing; Internal medicine; Disease; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00112805,0.0003054759,0.0002653853,0.0006554811,0.0006847627,0.000570509,0.0003821024,0.0007047565,0.0007557105],"category_scores_gemma":[0.002397814,0.0003771849,0.0005011676,0.0007811554,0.0004375152,0.0005446341,0.0009012651,0.0007361896,0.0002363987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005566993,"about_ca_system_score_gemma":0.0007260145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02840166,"about_ca_topic_score_gemma":0.03423846,"domain_scores_codex":[0.9995385,0.0001924048,0.00004377041,0.00006464295,0.00006340741,0.00009730247],"domain_scores_gemma":[0.9986944,0.0002142794,0.0004589982,0.00008464176,0.0002255482,0.0003222321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004146512,0.00006716252,0.9976961,0.00001377379,0.00002664965,0.00006008432,0.0009523958,0.00003142589,0.0001818105,0.000004663803,0.000135228,0.0007892537],"study_design_scores_gemma":[0.00000212336,0.0001260061,0.9976919,0.000004744914,0.00000689682,0.00006553881,0.00192028,0.00006622782,0.000021486,0.000004621575,0.00008683485,0.000003416792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993931,0.00002360296,0.000056623,0.00003341433,0.000002574614,0.00001781997,0.0003541904,0.000001603663,0.0001169631],"genre_scores_gemma":[0.999123,0.00006485364,0.0001193602,0.00005322489,0.000007414558,0.00005308002,0.0004742254,0.000001218482,0.0001035896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02840166,"threshold_uncertainty_score":0.05647272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6523651452246033,"score_gpt":0.6104429712229719,"score_spread":0.04192217400163145,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}