{"id":"W2596676385","doi":"10.1093/rheumatology/kex015","title":"Predictive value of European Scleroderma Group Activity Index in an early scleroderma cohort","year":2017,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; St Joseph's Health Care","funders":"","keywords":"Medicine; Scleroderma (fungus); Cohort; Internal medicine; Severity of illness; Disease; Vital capacity; Multivariate analysis; Systemic scleroderma; Cohort study; Diffusing capacity; Physical therapy; Lung; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002039252,0.0003588151,0.0004361115,0.0008675221,0.0002884373,0.0008510671,0.0004831336,0.000674364,0.001187834],"category_scores_gemma":[0.005416206,0.0001494983,0.0005262443,0.0006909095,0.0002519651,0.0004179,0.0005461192,0.0006891254,0.0001869696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000265222,"about_ca_system_score_gemma":0.0004109251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00646688,"about_ca_topic_score_gemma":0.005870924,"domain_scores_codex":[0.9992618,0.0002277005,0.00005644547,0.0002022418,0.0001472286,0.0001046141],"domain_scores_gemma":[0.996923,0.0007375182,0.001129446,0.0003461842,0.0003111968,0.0005524844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000193335,0.0000146656,0.9986306,0.000002666715,0.00005247964,0.00005519144,0.00001381035,0.000109847,0.0001031895,0.0000197548,0.00007063706,0.0007338506],"study_design_scores_gemma":[0.00001077528,0.00004631082,0.9990603,0.000004318264,0.00002917466,0.0001833736,0.00002574019,0.0004496832,0.00004771955,0.00002906261,0.0001096789,0.000003827383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984931,0.0003286984,0.0001140967,0.00006126046,0.000006643963,0.0000073152,0.0005486916,0.000006372082,0.0004338252],"genre_scores_gemma":[0.9991597,0.0000684069,0.0000855654,0.0000193183,0.00001035424,0.000005785215,0.0005389267,0.000002644237,0.0001093675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00646688,"threshold_uncertainty_score":0.01285845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562022462083667,"score_gpt":0.2704881699061344,"score_spread":0.2448679452852977,"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."}}