{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007002288,0.0003999961,0.0005616851,0.0009185816,0.0004301731,0.001245901,0.000360742,0.0009584977,0.00299483],"category_scores_gemma":[0.001188139,0.0001786394,0.0006291097,0.001126525,0.0007467101,0.0006136739,0.001043704,0.0009224776,0.0005267644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005516328,"about_ca_system_score_gemma":0.0008199071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009008328,"about_ca_topic_score_gemma":0.0009972402,"domain_scores_codex":[0.9994911,0.0001322939,0.00005553972,0.000107554,0.0001367644,0.0000767568],"domain_scores_gemma":[0.9995539,0.0001864384,0.0001274786,0.00002297814,0.00005730229,0.00005191663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008809339,0.0002272616,0.1210153,0.007357205,0.0008911171,0.021238,0.007418318,0.001182122,0.02806131,0.1139452,0.03272611,0.6650572],"study_design_scores_gemma":[0.00009587426,0.0005795599,0.1492527,0.007147071,0.0009950278,0.1056842,0.002024052,0.000547702,0.006403628,0.04825354,0.6788922,0.0001243828],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1370097,0.8066722,0.01199027,0.008455298,0.001665785,0.0001145445,0.0007173428,0.0002230437,0.03315188],"genre_scores_gemma":[0.379113,0.5759411,0.01685785,0.003823046,0.002299586,0.0001581312,0.001077482,0.0000982168,0.02063159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00299483,"threshold_uncertainty_score":0.01001871,"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."}}