{"id":"W2906976213","doi":"10.1007/s00125-018-4799-4","title":"Tetraspanin 7 autoantibodies predict progressive decline of beta cell function in individuals with LADA","year":2018,"lang":"en","type":"article","venue":"Diabetologia","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"National Science and Technology Infrastructure Program; National Key Research and Development Program of China; Zentrum für Regenerative Therapien Dresden; Central South University; National Natural Science Foundation of China; Technische Universität Dresden; Deutsche Forschungsgemeinschaft","keywords":"Medicine; Type 2 diabetes; Autoantibody; Internal medicine; Diabetes mellitus; Postprandial; Logistic regression; Antibody; Endocrinology; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006774134,0.0005069437,0.000271789,0.0006963053,0.0002791031,0.0005155437,0.0002677237,0.0006650729,0.001654919],"category_scores_gemma":[0.001482193,0.0002186728,0.0003008819,0.0004000802,0.0002589979,0.0003968454,0.0003464331,0.0006877502,0.0003369321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235062,"about_ca_system_score_gemma":0.0001287033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006082315,"about_ca_topic_score_gemma":0.0007185161,"domain_scores_codex":[0.9997887,0.00006060578,0.00002751732,0.00005919659,0.00003032618,0.00003375318],"domain_scores_gemma":[0.9988707,0.0002427907,0.0005466616,0.00005996444,0.00009685014,0.0001830232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001844848,0.0000281378,0.9982286,0.000006483388,0.00001502583,0.00006402134,0.0000273939,0.00001968806,0.000648036,0.000005925579,0.00002931348,0.0007430229],"study_design_scores_gemma":[0.00001192602,0.0003216458,0.9979655,0.00000942382,0.00003460027,0.000903132,0.0001329558,0.0003012864,0.0002015103,0.00003740011,0.00007795366,0.000002756945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994738,0.000194055,0.00007316476,0.00002556983,0.000005229121,0.000002840436,0.00005309622,0.000003657076,0.0001685522],"genre_scores_gemma":[0.9996179,0.00004909873,0.0001233119,0.00002410637,0.0000104037,0.000003413647,0.00008251162,9.824573e-7,0.00008835252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001654919,"threshold_uncertainty_score":0.005536258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004741577251762186,"score_gpt":0.2213294431424144,"score_spread":0.2165878658906522,"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."}}