{"id":"W4200124088","doi":"10.1016/s2665-9913(21)00363-5","title":"Mental health before and during the pandemic in people with systemic sclerosis","year":2021,"lang":"en","type":"article","venue":"The Lancet Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of Calgary; Hotchkiss Brain Institute; McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Scleroderma Society of Ontario; Canadian Institutes of Health Research; Mitacs; McGill University; Boehringer Ingelheim; Scleroderma Foundation-Tri-State","keywords":"Mental health; Anxiety; Depression (economics); Psychiatry; Medicine; Pandemic; Population; Coronavirus disease 2019 (COVID-19); Psychology; Family medicine; Environmental health; Disease","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":[0.0008476203,0.0001811446,0.0004783561,0.0005300352,0.002046616,0.001595074,0.0004126077,0.00224964,0.002643082],"category_scores_gemma":[0.006058288,0.0002718789,0.0006816757,0.001017982,0.0009134223,0.002033064,0.001640786,0.005149388,0.0002044607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002300443,"about_ca_system_score_gemma":0.00241174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09376627,"about_ca_topic_score_gemma":0.1256062,"domain_scores_codex":[0.9988588,0.0003447829,0.00006531524,0.00007774357,0.00008570784,0.0005675252],"domain_scores_gemma":[0.9975832,0.0003381858,0.0004874131,0.00005938184,0.0002656667,0.001266143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001326817,0.0006897809,0.8983268,0.0005596938,0.0004517757,0.001622677,0.01922659,0.0001786451,0.000487537,0.001533208,0.02548904,0.0501074],"study_design_scores_gemma":[0.00004763955,0.0002699376,0.9696012,0.0004655656,0.00009216295,0.0003199398,0.02360957,0.00007521842,0.00003708587,0.000748972,0.004691176,0.00004157042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101829,0.008490445,0.00005967029,0.06965964,0.001894351,0.00004302524,0.001339932,0.000008013738,0.008322066],"genre_scores_gemma":[0.9869191,0.003861435,0.00004885714,0.007267157,0.000821788,0.00004660403,0.0003963089,0.000005948358,0.0006328095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09376627,"threshold_uncertainty_score":0.186441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884347495045494,"score_gpt":0.2562051767638944,"score_spread":0.2373617018134394,"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."}}