{"id":"W4401343492","doi":"10.1177/23971983241262655","title":"Changes in work and adequacy of financial resources during COVID-19 among people with systemic sclerosis: A Scleroderma Patient-centered Intervention Network study","year":2024,"lang":"en","type":"article","venue":"Journal of Scleroderma and Related Disorders","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Calgary; McGill University Health Centre; Multiple Sclerosis Society of Canada; Hotchkiss Brain Institute; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Scleroderma Association of British Columbia; Scleroderma Victoria; Scleroderma Atlantic; Scleroderma Society of Ontario; McGill University","keywords":"Scleroderma (fungus); Intervention (counseling); Coronavirus disease 2019 (COVID-19); Work (physics); Medicine; Business; Psychology; Internal medicine; Nursing; Engineering; Pathology","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":[0.001203712,0.0002453823,0.0002862034,0.0005138287,0.0009370142,0.0006576822,0.0005440758,0.00048759,0.001643179],"category_scores_gemma":[0.001984624,0.0002300943,0.0002907834,0.0006128629,0.0002794035,0.0007111185,0.00119413,0.0006831061,0.0002164607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009431033,"about_ca_system_score_gemma":0.0007419774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087836,"about_ca_topic_score_gemma":0.02342483,"domain_scores_codex":[0.9992593,0.000312321,0.00005752322,0.0001120634,0.0001006843,0.0001581643],"domain_scores_gemma":[0.9986622,0.0001462097,0.0005951026,0.000052011,0.0001312766,0.0004130498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003273099,0.0004528653,0.9946632,0.00002970511,0.00003912274,0.00005664971,0.001137697,0.00003139795,0.0002117799,0.000009030623,0.0001922932,0.002848948],"study_design_scores_gemma":[0.00003337067,0.0003275546,0.9980332,0.00001330557,0.00001200239,0.00004108089,0.001207496,0.00006492937,0.00003996267,0.00000798844,0.0002144107,0.000004693556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994209,0.00002786578,0.00002071967,0.00004422215,0.000002766981,0.00003638316,0.000223846,8.492972e-7,0.0002223879],"genre_scores_gemma":[0.9990419,0.00003989995,0.0001014041,0.00005406867,0.000007784347,0.0001826933,0.000396134,7.855931e-7,0.0001753525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01087836,"threshold_uncertainty_score":0.02163005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214028632258242,"score_gpt":0.2307710915067936,"score_spread":0.2186308051842112,"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."}}