{"id":"W2772343085","doi":"10.1093/rheumatology/kex410","title":"Disability, fatigue, pain and their associates in early diffuse cutaneous systemic sclerosis: the European Scleroderma Observational Study","year":2017,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Actelion Pharmaceuticals; Pharmacyclics; Genentech; Medac; Mitsubishi Tanabe Pharma Corporation; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; CSL Behring; European League Against Rheumatism; Gilead Sciences; GlaxoSmithKline Australia; Sanofi; GlaxoSmithKline; Scleroderma and Raynaud's UK; Pfizer","keywords":"Medicine; Internal medicine; Observational study; Physical therapy; Scleroderma (fungus); Quality of life (healthcare); Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001986732,0.000254327,0.0004511839,0.00003815325,0.0005253798,0.0002921119,0.0004150931,0.0001004759,0.00001005338],"category_scores_gemma":[0.0009762907,0.0001514251,0.0001167018,0.00009871457,0.0002502386,0.000154108,0.0002215059,0.0002848128,0.00001717535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001065791,"about_ca_system_score_gemma":0.00003953222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000728179,"about_ca_topic_score_gemma":0.0001710036,"domain_scores_codex":[0.9973055,0.001051074,0.0005238613,0.0004415732,0.0003591278,0.0003188908],"domain_scores_gemma":[0.9980033,0.0005027855,0.0002818429,0.000973015,0.00008895632,0.0001501255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005096935,0.0008367059,0.9879256,0.00006340088,0.0001522459,0.00003202281,0.003017939,0.000006112109,0.001234269,0.00001666297,0.0002135372,0.00645047],"study_design_scores_gemma":[0.002497753,0.000209604,0.9915799,0.002026655,0.0001020718,0.00003793405,0.002936949,0.0003426527,0.00001675515,0.00005328908,0.00002365418,0.0001727839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942378,0.002140064,0.000006092747,0.001371479,0.0001697067,0.001225009,0.0000355478,0.00007951562,0.0007347161],"genre_scores_gemma":[0.9989316,0.0002614022,0.000007397726,0.0002641158,0.0002440338,0.00007018431,0.00001704471,0.0000426809,0.0001615392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006277686,"threshold_uncertainty_score":0.6174938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09180859884790088,"score_gpt":0.2866398707721716,"score_spread":0.1948312719242707,"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."}}