{"id":"W3085479868","doi":"10.1016/j.autrev.2020.102659","title":"Undifferentiated connective tissue disease at risk for systemic sclerosis: Which patients might be labeled prescleroderma?","year":2020,"lang":"en","type":"review","venue":"Autoimmunity Reviews","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Scleroderma (fungus); Undifferentiated connective tissue disease; Autoantibody; Anti-nuclear antibody; Medicine; Disease; Serology; Connective tissue disease; Antibody; Internal medicine; Pathology; Immunology; Autoimmune disease","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":[0.0006819532,0.0009197811,0.002895431,0.001757384,0.0002528927,0.001134713,0.000772783,0.001715581,0.003739877],"category_scores_gemma":[0.0009798398,0.0002476809,0.0007331081,0.001428497,0.0005969722,0.001481089,0.0005715234,0.002591527,0.001658805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005474701,"about_ca_system_score_gemma":0.001220247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176442,"about_ca_topic_score_gemma":0.00350865,"domain_scores_codex":[0.9997424,0.00005541019,0.0000467531,0.00004649482,0.00007723818,0.0000316443],"domain_scores_gemma":[0.9996378,0.0001703195,0.00006920525,0.000007152824,0.00008116748,0.00003427754],"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":[0.0004331686,0.00006590073,0.0006827064,0.02562759,0.000283263,0.0006720265,0.00008162168,0.0001797023,0.001267937,0.003837767,0.07510542,0.8917629],"study_design_scores_gemma":[0.0002599057,0.0002383833,0.00325558,0.02235127,0.001013977,0.005419658,0.0002002515,0.0001497545,0.0003649461,0.00424052,0.9624423,0.00006344015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005209493,0.9989802,0.00003746532,0.0003904284,0.0002730217,0.000001765382,0.000009549381,0.000002911108,0.0002524309],"genre_scores_gemma":[0.0006757194,0.9976906,0.0001176899,0.0007352495,0.0004569299,0.000003944575,0.00002707433,9.601018e-7,0.0002919798],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003739877,"threshold_uncertainty_score":0.01251107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024246160174485,"score_gpt":0.3322013018407066,"score_spread":0.2297766858232581,"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."}}