{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002844869,0.0001138887,0.0005479902,0.00003199505,0.0001774383,0.00001533586,0.00009416702,0.00006705489,0.00002528297],"category_scores_gemma":[0.00003527321,0.00005245115,0.00003492951,0.0002053027,0.0001135399,0.00002306352,0.00006320947,0.0002186364,0.00000889308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008183711,"about_ca_system_score_gemma":0.0001494863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003989035,"about_ca_topic_score_gemma":0.001649964,"domain_scores_codex":[0.9988868,0.0001967961,0.0002712299,0.000209416,0.0001272128,0.00030857],"domain_scores_gemma":[0.9993626,0.00008654443,0.0001100017,0.0003475105,0.00002547545,0.00006785768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001466011,0.00002900734,0.9940147,0.0003428067,0.0000796071,0.000007971276,0.003261497,0.000004783702,0.000751949,0.0002401281,0.0004873067,0.0006335832],"study_design_scores_gemma":[0.003157894,0.00006442618,0.9786181,0.004293008,0.00002842085,0.008701968,0.004838858,0.0000824144,0.00006250782,0.00002070863,0.00006405039,0.00006758394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631152,0.02466524,0.000002234773,0.0116127,0.0001180885,0.0003400963,0.00001037263,0.00004554175,0.00009052082],"genre_scores_gemma":[0.9814165,0.01776204,0.00001370517,0.0005903594,0.00003301667,0.00004175841,0.00001273583,0.00001441486,0.0001154467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01830132,"threshold_uncertainty_score":0.2138896,"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."}}