{"id":"W2797992583","doi":"10.3899/jrheum.170955","title":"Macrophage Activation Syndrome in Patients Affected by Adult-onset Still Disease: Analysis of Survival Rates and Predictive Factors in the Gruppo Italiano di Ricerca in Reumatologia Clinica e Sperimentale Cohort","year":2018,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adult-onset Still's disease; Macrophage activation syndrome; Cohort; Internal medicine; Disease","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":[0.00130889,0.0001554488,0.0009245279,0.0005673337,0.00004764497,0.000008921647,0.0002680279,0.000118516,0.00007664596],"category_scores_gemma":[0.001159298,0.00008952535,0.00009183434,0.0009682906,0.0005118154,0.0001579831,0.00007247676,0.0004495612,0.000001720925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008012994,"about_ca_system_score_gemma":0.0001105678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005707829,"about_ca_topic_score_gemma":0.0001814073,"domain_scores_codex":[0.9971308,0.001088321,0.0009912663,0.0001543067,0.0003802453,0.0002550334],"domain_scores_gemma":[0.9981015,0.0007806662,0.0005874333,0.0002635796,0.0002016691,0.0000650901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002244673,0.0005472095,0.9943039,0.00004767313,0.0004335025,0.00001652907,0.001978912,0.00001047932,0.0001936813,0.000008815199,0.000162563,0.00005204745],"study_design_scores_gemma":[0.002449272,0.0008975733,0.9931877,0.0001841778,0.0002047762,0.00004707111,0.002144464,0.0005369149,0.000241543,0.00002865602,0.000005863091,0.00007203122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988152,0.0002705778,0.0000132333,0.0002881762,0.00006042328,0.0004672555,0.00004238849,0.000003658598,0.0000390518],"genre_scores_gemma":[0.9991777,0.0006943485,0.000004579616,0.00002882005,0.000001206945,0.000006785568,0.00006578011,0.00001070326,0.00001007467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001116256,"threshold_uncertainty_score":0.3650738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120036591643835,"score_gpt":0.3018215951841216,"score_spread":0.2898179360197381,"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."}}