{"id":"W2134662842","doi":"10.14205/2310-8703.2014.02.02.2","title":"An Immunologic Approach to the Pathogenesis of Type 1 Diabetes","year":2015,"lang":"en","type":"article","venue":"Global Journal of Pathology and Microbiology","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pathogenesis; Medicine; Computer science; Immunology; Computational biology; Biology","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":[0.0005171906,0.0001078154,0.0002378659,0.0000288163,0.00003631396,0.000006049403,0.0002740556,0.0002115519,0.000001660942],"category_scores_gemma":[0.0001436612,0.00006996767,0.0000635469,0.0001040826,0.0001895432,0.000003965433,0.00009265195,0.00007694105,0.000002527194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008992693,"about_ca_system_score_gemma":0.00007917477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002519438,"about_ca_topic_score_gemma":0.000003966705,"domain_scores_codex":[0.9991,0.0002602897,0.000244365,0.000152878,0.0000283628,0.0002140888],"domain_scores_gemma":[0.9993084,0.000009227209,0.0001994048,0.000162582,0.0002421626,0.00007821855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001547932,0.0001716937,0.02863098,0.000004684389,0.0001142162,0.00001070956,0.00008052675,0.0001685254,0.9639674,0.0001407317,0.002360511,0.004195248],"study_design_scores_gemma":[0.01711856,0.0659151,0.3447648,0.0001380931,0.001469492,0.01798864,0.01528361,0.00009555648,0.2410219,0.00637941,0.2868056,0.003019223],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913017,0.007671949,0.0001752291,0.0001783578,0.0003002312,0.00006676889,0.00005824047,0.000002285671,0.0002452507],"genre_scores_gemma":[0.9979987,0.0002497376,0.001014503,0.000612888,0.00007083904,0.000001535787,0.00003378506,0.000004873615,0.00001311574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7229455,"threshold_uncertainty_score":0.2853199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00830608468437706,"score_gpt":0.2281274763856945,"score_spread":0.2198213917013175,"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."}}