{"id":"W2990416028","doi":"10.1093/rheumatology/kez529","title":"Skin improvement is a surrogate for favourable changes in other organ systems in early diffuse cutaneous systemic sclerosis","year":2019,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; St Joseph's Health Care","funders":"","keywords":"Medicine; Scleroderma (fungus); Vital capacity; Internal medicine; Disease; Comorbidity; Interstitial lung disease; Multivariate analysis; Connective tissue disease; Lung; Lung function; Autoimmune disease; Pathology; Diffusing capacity","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":[0.002292968,0.0003953688,0.0004972976,0.0009809252,0.0002517058,0.0005433003,0.0002292917,0.0003662481,0.002617035],"category_scores_gemma":[0.003832134,0.0001127971,0.000488503,0.001015295,0.0003653332,0.0003966603,0.0004812271,0.0007099197,0.0002756507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923685,"about_ca_system_score_gemma":0.0002385679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288107,"about_ca_topic_score_gemma":0.002329802,"domain_scores_codex":[0.9986339,0.0005905359,0.0001530944,0.0001947713,0.0003129852,0.0001146386],"domain_scores_gemma":[0.9945801,0.001203787,0.003211687,0.0001501055,0.0004006262,0.000453762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001023521,0.00007555888,0.9916527,0.00009355046,0.000147691,0.00009444221,0.00004743484,0.0002429805,0.001161108,0.00001698373,0.0001027161,0.005341351],"study_design_scores_gemma":[0.00001371399,0.0005004426,0.9985096,0.00001263243,0.00005098029,0.0003206944,0.00004102958,0.0002198143,0.0001929717,0.00001535474,0.0001185784,0.000004156684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964796,0.001429369,0.0003237615,0.00005311019,0.00001241232,0.0000355328,0.000435713,0.00001359011,0.00121712],"genre_scores_gemma":[0.9992903,0.0001336954,0.0001576284,0.00001309129,0.00001336065,0.00001339904,0.0002066318,0.000001331986,0.000170447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002617035,"threshold_uncertainty_score":0.01212651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913504263152814,"score_gpt":0.2335224819387459,"score_spread":0.2143874393072178,"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."}}