{"id":"W3213887857","doi":"10.1093/jcag/gwab031","title":"Crohn’s and Colitis Canada’s 2021 Impact of COVID-19 and Inflammatory Bowel Disease in Canada: Mental Health and Quality of Life","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Crohn's and Colitis Canada; McGill University Health Centre; University of Calgary; Institute for Clinical Evaluative Sciences; SickKids Foundation; University of Toronto; Dalhousie University; University of Saskatchewan; University of Manitoba","funders":"Canadian Institutes of Health Research; AbbVie Canada; Takeda Canada; Crohn's and Colitis Canada; Pfizer","keywords":"Inflammatory bowel disease; Medicine; Coronavirus disease 2019 (COVID-19); Colitis; Inflammatory Bowel Diseases; 2019-20 coronavirus outbreak; Quality of life (healthcare); Ulcerative colitis; Crohn's disease; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Disease; Internal medicine; Gastroenterology; Immunology; Virology; Psychiatry; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009885993,0.0003197497,0.0005764785,0.001005032,0.005504579,0.002753101,0.0009791623,0.001183264,0.007747541],"category_scores_gemma":[0.002961545,0.0002633659,0.001211145,0.002504874,0.0007478865,0.0007011483,0.001544801,0.003230099,0.0006252364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07706693,"about_ca_system_score_gemma":0.1613969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964008,"about_ca_topic_score_gemma":0.9985415,"domain_scores_codex":[0.9986312,0.00009046174,0.00005585872,0.00006987142,0.0005103958,0.000642225],"domain_scores_gemma":[0.9923733,0.0001081489,0.0002930277,0.00004602086,0.002660632,0.004518785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004864185,0.0003040073,0.4687499,0.0008595226,0.0004215728,0.0008331641,0.001563139,0.0004279728,0.0004682081,0.003096743,0.4070553,0.1157342],"study_design_scores_gemma":[0.0002019673,0.0001313132,0.9046329,0.001491511,0.0001857411,0.0003195374,0.004152658,0.0007780226,0.00007512132,0.0005177381,0.08741082,0.0001026514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.407425,0.05823125,0.0006675603,0.3535205,0.006522785,0.0006916758,0.09248832,0.0002253907,0.08022746],"genre_scores_gemma":[0.8643839,0.03089012,0.002428849,0.04811182,0.001340977,0.0003186254,0.02948669,0.00007459302,0.02296434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07706693,"threshold_uncertainty_score":0.5591623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274271551726388,"score_gpt":0.3178967898925997,"score_spread":0.2951540743753358,"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."}}