{"id":"W3035152834","doi":"10.1016/j.autrev.2020.102583","title":"Autoantibodies to stratify systemic sclerosis patients into clinically actionable subsets","year":2020,"lang":"en","type":"review","venue":"Autoimmunity Reviews","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Autoantibody; Disease; Etiology; Scleroderma (fungus); Multisystem disease; Fibrosis; Pathology; Interstitial lung disease; Systemic disease; Immunology; Lung; Internal medicine; Antibody","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":[0.000857956,0.001132627,0.001903044,0.001531098,0.0001362626,0.000926046,0.0006220262,0.001043942,0.002472997],"category_scores_gemma":[0.001352024,0.000215276,0.0006096471,0.00117031,0.0002763312,0.0006635285,0.0004751644,0.001855515,0.001170929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004621386,"about_ca_system_score_gemma":0.0007452747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258011,"about_ca_topic_score_gemma":0.002458081,"domain_scores_codex":[0.9997935,0.00005262725,0.00003239952,0.0000338321,0.00006633967,0.00002128011],"domain_scores_gemma":[0.999501,0.0002844205,0.00007055461,0.00001073703,0.0001016202,0.00003165174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001722757,0.00005765534,0.0004681959,0.01266017,0.0003053847,0.0001176317,0.00002340274,0.0002169861,0.0008211075,0.000973643,0.03445566,0.9497278],"study_design_scores_gemma":[0.0003475348,0.0002889252,0.005520484,0.01898486,0.001995155,0.002042747,0.00009999347,0.0003192701,0.0007510608,0.003959432,0.965633,0.00005761209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000718943,0.9991604,0.00008217583,0.0001820492,0.0001641107,0.000003239793,0.00001530429,0.000004871801,0.0003160563],"genre_scores_gemma":[0.0008467289,0.9978491,0.0002107386,0.000390639,0.0003162719,0.000007655608,0.00004225811,0.000001339562,0.0003353046],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002472997,"threshold_uncertainty_score":0.008273005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1351874159081102,"score_gpt":0.3863147603244939,"score_spread":0.2511273444163837,"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."}}