{"id":"W3121743875","doi":"10.1097/bor.0000000000000785","title":"Scleroderma epidemiology update","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Epidemiology; Scleroderma (fungus); Disease; Systemic scleroderma; Autoantibody; Interstitial lung disease; Connective tissue disease; Internal medicine; Intensive care medicine; Autoimmune disease; Immunology; Lung; Antibody","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":[0.0009256587,0.0009663012,0.002496679,0.005246732,0.0002628381,0.001625538,0.0009710389,0.001087388,0.01829332],"category_scores_gemma":[0.003384398,0.0003386795,0.001313781,0.004195561,0.0003185232,0.001526656,0.0009485413,0.001250059,0.005829632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008184672,"about_ca_system_score_gemma":0.002643713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974607,"about_ca_topic_score_gemma":0.002889295,"domain_scores_codex":[0.9993303,0.0001571621,0.0001885656,0.00008106239,0.0001942602,0.00004862753],"domain_scores_gemma":[0.9983425,0.0007509773,0.000341356,0.00003630198,0.0004536202,0.00007525727],"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":[0.00008455647,0.0000325253,0.0004779735,0.06614786,0.0003032835,0.0001990452,0.00008883485,0.0001715696,0.00024296,0.001580162,0.1532106,0.7774606],"study_design_scores_gemma":[0.00002999853,0.00004563655,0.002203508,0.04878935,0.0005821952,0.002263382,0.00009869141,0.00005174905,0.00009955855,0.0008466566,0.9449679,0.0000213472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001164645,0.9945621,0.0001087583,0.00112416,0.00119575,0.00002125054,0.0003689754,0.00002880074,0.002473796],"genre_scores_gemma":[0.0009112344,0.9957824,0.0002292571,0.0008178104,0.0008944092,0.00001902139,0.0004628693,0.000007273811,0.000875724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01829332,"threshold_uncertainty_score":0.06119728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.271519777790346,"score_gpt":0.4683536382477916,"score_spread":0.1968338604574457,"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."}}