{"id":"W2119115210","doi":"10.1186/ar3125","title":"Predictors of interstitial lung disease in early systemic sclerosis: a prospective longitudinal study of the GENISOS cohort","year":2010,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Medicine; Interstitial lung disease; Rheumatology; Internal medicine; Prospective cohort study; Disease; Longitudinal study; Cohort; Cohort study; Scleroderma (fungus); Lung; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009209719,0.0003611076,0.0003831836,0.0005664299,0.0005329887,0.0006357711,0.0003771966,0.0003767312,0.0009920336],"category_scores_gemma":[0.0009401785,0.0002749452,0.000388248,0.0007329852,0.0002746581,0.0004102726,0.0005047902,0.0006620844,0.000214624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002491646,"about_ca_system_score_gemma":0.0003911289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005580364,"about_ca_topic_score_gemma":0.007827438,"domain_scores_codex":[0.999666,0.0000832587,0.00001883488,0.0001003372,0.00006430096,0.00006723072],"domain_scores_gemma":[0.9991762,0.0001103475,0.0003082093,0.0001131182,0.00007942519,0.0002126053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009909614,0.00002066225,0.9993284,0.000001602397,0.00002511464,0.00005480992,0.00004691526,0.00001294823,0.0001293697,0.000004772627,0.00003213575,0.0002440811],"study_design_scores_gemma":[0.00001151992,0.00007435444,0.9994755,0.000002385929,0.00001981047,0.000129041,0.0001036681,0.00005536444,0.0000243278,0.000007781883,0.00009446459,0.000001760991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995535,0.00005463077,0.00002778946,0.00001805161,0.000002052564,0.000003908083,0.0002404231,0.000001510306,0.00009823548],"genre_scores_gemma":[0.9991735,0.00006109146,0.00005039894,0.00002302967,0.000007770019,0.000008475502,0.0005436225,0.000001823645,0.0001302586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005580364,"threshold_uncertainty_score":0.01109576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0408435963707334,"score_gpt":0.3232401353165539,"score_spread":0.2823965389458205,"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."}}