{"id":"W4200236984","doi":"10.1016/j.ebiom.2021.103785","title":"Erythrocytosis associated with IgA nephropathy","year":2021,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche; Institut des maladies génétiques Imagine","keywords":"Medicine; Internal medicine; Kidney disease; Nephropathy; Hematocrit; Anemia; Erythropoiesis; Pathophysiology; Immunology; Gastroenterology; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001172794,0.0001807975,0.0004329246,0.0001135026,0.00008256335,0.00001575706,0.00004676962,0.00007597236,0.0006100109],"category_scores_gemma":[0.0003160747,0.0001210158,0.00009764328,0.0008232198,0.0001915076,0.00005723541,0.00003660228,0.0001630027,0.00007177035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007245971,"about_ca_system_score_gemma":0.0002376134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002108657,"about_ca_topic_score_gemma":0.00001614794,"domain_scores_codex":[0.9986191,0.00003780485,0.0002350354,0.0003056054,0.000492928,0.0003094712],"domain_scores_gemma":[0.9989242,0.00006670282,0.0000750594,0.0003320409,0.0002924883,0.0003094978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00339879,0.005814379,0.362722,0.00186668,0.003832195,0.04153485,0.002879917,0.00001202309,0.1994765,0.001523786,0.3015939,0.07534499],"study_design_scores_gemma":[0.01047831,0.002717257,0.8966812,0.002793528,0.00135888,0.001154481,0.001536399,0.0001828121,0.01289371,0.0001999737,0.06948874,0.000514736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970068,0.006952335,0.000237125,0.01028854,0.0002532556,0.0002317693,0.00004097408,0.0002855715,0.01164246],"genre_scores_gemma":[0.99115,0.0004077851,0.0002803918,0.003698927,0.0003637421,0.00001529246,0.0003558827,0.00003219576,0.003695818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5339592,"threshold_uncertainty_score":0.6679191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144088481339069,"score_gpt":0.2481130398342043,"score_spread":0.2366721550208136,"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."}}