{"id":"W2298283213","doi":"10.3899/jrheum.141385","title":"14-3-3η Autoantibodies: Diagnostic Use in Early Rheumatoid Arthritis","year":2015,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"14-3-3 protein interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kinexus Bioinformatics Corporation (Canada); University of Alberta; Vanguard College; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Autoantibody; Rheumatoid arthritis; Receiver operating characteristic; Area under the curve; Internal medicine; Gastroenterology; Autoimmune disease; Arthritis; Rheumatoid factor; Immunopathology; Rheumatology; Immunology; Antibody; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007590489,0.0001594047,0.0003367085,0.0001359125,0.00005908922,0.00003396707,0.0003968735,0.0001606459,0.00002371776],"category_scores_gemma":[0.004062104,0.0001198596,0.000103183,0.0001162829,0.0001861228,0.00002712057,0.0001283156,0.0003619599,0.00005567464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003421809,"about_ca_system_score_gemma":0.0002070937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006256122,"about_ca_topic_score_gemma":0.0009889464,"domain_scores_codex":[0.998378,0.000376972,0.0006343017,0.0001364842,0.0001800681,0.0002941862],"domain_scores_gemma":[0.9983708,0.0004286828,0.0004221453,0.0003440077,0.0003069488,0.0001274104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008207734,0.0002801307,0.9479613,0.00001893653,0.0002892812,0.00009417019,0.002065053,0.0005934847,0.01362313,0.0007423047,0.03137546,0.002135997],"study_design_scores_gemma":[0.0281655,0.0113293,0.255993,0.004235843,0.0002075931,0.179304,0.0083068,0.0004723121,0.09567615,0.01287913,0.4003132,0.003117171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931165,0.003696168,0.001441319,0.0006621677,0.0007982119,0.0001349832,0.000006061547,0.000007316042,0.0001372919],"genre_scores_gemma":[0.990733,0.008501024,0.0004821733,0.0001107102,0.00002331742,0.000007389034,0.00000451394,0.00002367633,0.0001142316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6919683,"threshold_uncertainty_score":0.4887734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738854832544997,"score_gpt":0.2595098156704508,"score_spread":0.2421212673450009,"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."}}