{"id":"W7071676534","doi":"","title":"Tracking the Humoral Immune Response In Type 1 Diabetes","year":2015,"lang":"en","type":"other","venue":"Arizona State University Library Digital Repository (Arizona State University)","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; University of Alberta; University of Pittsburgh; Arizona State University","keywords":"Type 1 diabetes; Autoantibody; Immune system; Autoimmunity; Antibody; Antigen; Autoimmune disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001262632,0.0005647928,0.0004904895,0.0006257235,0.0002384198,0.0002615897,0.001103182,0.0003962011,0.00005889036],"category_scores_gemma":[0.00005340471,0.0005951404,0.0002565835,0.0009324009,0.0004602407,0.0002073834,0.0008629595,0.0004677648,0.000047384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519984,"about_ca_system_score_gemma":0.0008106748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001566168,"about_ca_topic_score_gemma":0.00009464446,"domain_scores_codex":[0.9974495,0.0003823419,0.000277602,0.0008266557,0.0003314132,0.0007324477],"domain_scores_gemma":[0.9984883,0.00008397116,0.0003851266,0.0006811071,0.00009738943,0.0002640952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01046344,0.001225864,0.04104795,0.0002184413,0.00253878,0.003749568,0.001123397,0.000624528,0.009720531,0.0004558011,0.9207225,0.00810922],"study_design_scores_gemma":[0.001475023,0.0006595019,0.002191727,0.0001326108,0.00006946083,0.000003548849,0.001336982,0.00001623176,0.0006749732,0.0001025563,0.992553,0.0007844124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4662296,0.00134667,0.00001370419,0.000203807,0.0005206928,0.0005455553,0.001369709,0.0002685559,0.5295017],"genre_scores_gemma":[0.1734168,0.0006355112,0.00004245436,0.00007235132,0.00007133033,2.945313e-7,0.001204738,0.0002807999,0.8242757],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2947739,"threshold_uncertainty_score":0.99965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004891667363548151,"score_gpt":0.1643804586883882,"score_spread":0.15948879132484,"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."}}