{"id":"W7132974842","doi":"","title":"Shared Genetics in IgA Nephropathy and Enteropathies","year":2024,"lang":"en","type":"dissertation","venue":"Trepo - Institutional Repository of Tampere University","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Genetics","funders":"","keywords":"Nephropathy; Disease; Glomerulonephritis; Immunopathology; Secretory IgA; Pathogenesis; Immunoglobulin A","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006319321,0.0002443572,0.0004343887,0.0004354219,0.000167633,0.00002794939,0.00009831221,0.0002433003,0.0000198407],"category_scores_gemma":[0.00004622442,0.0002462917,0.000208704,0.0002159995,0.000275627,0.0001360973,0.00006096117,0.0003166803,0.000008172597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226243,"about_ca_system_score_gemma":0.0006835799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003460486,"about_ca_topic_score_gemma":0.0001453007,"domain_scores_codex":[0.9986901,0.00004006098,0.0003282434,0.0004289925,0.0003673734,0.0001452316],"domain_scores_gemma":[0.9992502,0.00002850341,0.0001600333,0.0002191754,0.0002021432,0.0001398864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03708059,0.005913567,0.4101518,0.07352041,0.004394594,0.1231517,0.0346917,0.0009172452,0.2308626,0.04529972,0.01223018,0.02178582],"study_design_scores_gemma":[0.002749239,0.0008483374,0.9353117,0.009561358,0.001818624,0.001225595,0.008911135,0.0006780392,0.006173986,0.0003676772,0.03148682,0.0008674313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723076,0.009397729,0.000002566535,0.00005303774,0.0005904508,0.0002429606,0.0001159658,0.0000536086,0.01723614],"genre_scores_gemma":[0.9880192,0.001459836,0.0001648888,0.000015867,0.0001107663,0.000001707082,0.0005902816,0.00001632839,0.009621151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.52516,"threshold_uncertainty_score":0.9999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008562255205672694,"score_gpt":0.2296618160867828,"score_spread":0.2210995608811101,"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."}}