{"id":"W2161082940","doi":"10.3899/jrheum.101144","title":"Malignancies in Italian Patients with Systemic Sclerosis Positive for Anti-RNA Polymerase III Antibodies","year":2011,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Malignancy; Internal medicine; Gastroenterology; Antibody; Cohort; Cancer; Systemic disease; Immunopathology; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003556139,0.0001614587,0.0006659458,0.0002101298,0.00008702597,0.000007158315,0.0001579831,0.0001048851,0.00002391145],"category_scores_gemma":[0.00007623278,0.00008264088,0.0001246475,0.0001496048,0.0001816744,0.0001010032,0.00002344008,0.0001498039,0.000004590593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004648267,"about_ca_system_score_gemma":0.0001139959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003297585,"about_ca_topic_score_gemma":0.00001668606,"domain_scores_codex":[0.9986172,0.0001371092,0.0006728465,0.0001080587,0.000200411,0.0002644222],"domain_scores_gemma":[0.9985661,0.0001931772,0.0006230876,0.0001751888,0.0003371151,0.0001053435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002440061,0.0003250427,0.9887915,0.0001526674,0.0004942751,0.00001416523,0.003831416,0.00000387416,0.002935212,0.0001609867,0.0004543596,0.0003964403],"study_design_scores_gemma":[0.009711063,0.001417029,0.9587629,0.0150523,0.0007514536,0.003354011,0.005613008,0.00001681184,0.005088822,0.00004328091,0.000003351104,0.0001859821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924842,0.00632517,0.00009451288,0.0001864599,0.0003124491,0.0004322584,0.00001810741,0.000009968859,0.0001368363],"genre_scores_gemma":[0.9977209,0.002000658,0.000105927,0.0001002913,0.000009246784,0.000006163269,0.000004057039,0.00002108471,0.0000316505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03002862,"threshold_uncertainty_score":0.3369997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127704007409398,"score_gpt":0.2272072900576116,"score_spread":0.2059302499835176,"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."}}