{"id":"W2005374793","doi":"10.1002/art.22532","title":"Pulmonary involvement in systemic sclerosis: Associations with genetic, serologic, sociodemographic, and behavioral factors","year":2007,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":209,"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","keywords":"Medicine; Vital capacity; Internal medicine; DLCO; Pulmonary function testing; Idiopathic pulmonary fibrosis; Diffusing capacity; Serology; Autoantibody; Interstitial lung disease; Immunology; Lung","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":[0.0007097414,0.000303902,0.0002544515,0.0005392737,0.0003040762,0.0004495807,0.0002429283,0.0004844548,0.001570047],"category_scores_gemma":[0.002343955,0.0001553523,0.000265559,0.0005035278,0.0003609921,0.0003420789,0.0003691599,0.0004909901,0.0001724697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492577,"about_ca_system_score_gemma":0.0002270135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753079,"about_ca_topic_score_gemma":0.00234592,"domain_scores_codex":[0.9995589,0.0001500321,0.00003755408,0.00008049008,0.00009862689,0.00007436176],"domain_scores_gemma":[0.9979826,0.0004498746,0.0009510386,0.00006599104,0.0001222672,0.0004281521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004291917,0.0000137438,0.9994666,0.00000162369,0.00001573945,0.0000530257,0.000008113768,0.00001580813,0.0001040705,0.000002304867,0.000008906022,0.0002671629],"study_design_scores_gemma":[0.000003558176,0.00007243855,0.9992948,0.000002095313,0.00001069367,0.0004345136,0.00003804509,0.00008452312,0.00003087963,0.000006412447,0.00002114505,9.356935e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999655,0.0001244139,0.00002843264,0.00002508614,0.000001905063,0.000002214139,0.00005068657,0.000001480479,0.0001107016],"genre_scores_gemma":[0.9997913,0.00003807267,0.00002825443,0.000007944752,0.000008053257,0.000001937079,0.00007793981,6.935786e-7,0.00004582199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001753079,"threshold_uncertainty_score":0.005252302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08299930400467972,"score_gpt":0.342874671978469,"score_spread":0.2598753679737893,"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."}}