{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008875254,0.001532462,0.007671623,0.0002822052,0.000713818,0.0001098592,0.000816197,0.0008761372,0.0003240797],"category_scores_gemma":[0.003158435,0.001066563,0.002247516,0.001196983,0.0001121781,0.0001674001,0.0004144269,0.001151722,0.000922933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010319,"about_ca_system_score_gemma":0.0007816404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001187209,"about_ca_topic_score_gemma":0.00001396944,"domain_scores_codex":[0.9907793,0.003161437,0.003201168,0.001369147,0.000657315,0.0008316017],"domain_scores_gemma":[0.9922213,0.000796601,0.003062828,0.002169971,0.0007173154,0.001031993],"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":[0.0003298969,0.00149371,0.0002887086,0.2081962,0.003316657,0.00001688562,0.0003912184,5.669998e-7,0.0000414098,0.00002498246,0.02611145,0.7597883],"study_design_scores_gemma":[0.002628527,0.0002650716,0.0013132,0.2422538,0.02522458,0.00002880501,0.00001628269,0.00002176975,0.00000574261,0.000003165947,0.7274561,0.0007829515],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00117866,0.9759635,0.00001942864,0.0001352981,0.000725291,0.01965031,0.001891884,0.0003359313,0.00009970554],"genre_scores_gemma":[0.0015166,0.9849465,0.00004760868,0.0002749422,0.000267421,0.004238558,0.007769499,0.000306665,0.0006321753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7590053,"threshold_uncertainty_score":0.999855,"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."}}