{"id":"W2090853807","doi":"10.1016/j.autrev.2008.06.010","title":"Predictive value of antinuclear autoantibodies: The lessons of the systemic sclerosis autoantibodies","year":2008,"lang":"en","type":"review","venue":"Autoimmunity Reviews","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Autoantibody; Anti-nuclear antibody; Scleroderma (fungus); Disease; Medicine; Immunology; Biomarker; Pathology; Antibody; Biology; Genetics","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"],"consensus_categories":[],"category_scores_codex":[0.001788427,0.0009276064,0.007174475,0.0002519686,0.0005816714,0.00002606943,0.001657278,0.0006844306,0.00007206943],"category_scores_gemma":[0.001604872,0.0004109337,0.004513132,0.001424715,0.001445329,0.00009095408,0.000657468,0.00143871,0.0001067103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975003,"about_ca_system_score_gemma":0.001138415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003070988,"about_ca_topic_score_gemma":0.000001598604,"domain_scores_codex":[0.9911203,0.003214734,0.003754068,0.0005642343,0.0008373623,0.0005092901],"domain_scores_gemma":[0.9905462,0.00093412,0.0045513,0.003466203,0.0003783317,0.0001238467],"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":[0.00003032385,0.0007142969,0.000344323,0.1625406,0.003589611,0.000005912988,0.002583704,0.000009108493,0.0001955294,0.0007651129,0.0147837,0.8144377],"study_design_scores_gemma":[0.00032083,0.000109704,0.002725032,0.4348709,0.006221799,0.0004793295,0.0003048333,0.00002366927,0.00001072862,0.00000434359,0.5546494,0.0002794053],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005363222,0.9908104,0.000004377313,0.0001331464,0.0007745782,0.005464433,0.0003239807,0.00009677853,0.001855961],"genre_scores_gemma":[0.003454108,0.9952393,0.00003995909,0.0000765232,0.0001300937,0.00012692,0.00007475786,0.0001253065,0.0007330492],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8141583,"threshold_uncertainty_score":0.9998342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188373274691216,"score_gpt":0.3451014093021119,"score_spread":0.2262640818329903,"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."}}