{"id":"W3156392956","doi":"10.1016/j.ekir.2021.03.390","title":"POS-372 A PRECISION MEDICINE APPROACH IDENTIFIES NONINVASIVE BIOMARKERS ASSOCIATED WITH INTRARENAL PATHWAY ACTIVATION IN PATIENTS WITH PROTEINURIC RENAL DISEASES","year":2021,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Internal medicine; Oncology; Bioinformatics","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":[0.001407763,0.0005582022,0.0006675216,0.00171673,0.0004166555,0.001292046,0.0003991218,0.0006288802,0.002122141],"category_scores_gemma":[0.001776135,0.0001802384,0.0003623891,0.001151901,0.0003307696,0.0004140723,0.0005085306,0.0005260946,0.000461656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004654563,"about_ca_system_score_gemma":0.0004003017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006733249,"about_ca_topic_score_gemma":0.001624064,"domain_scores_codex":[0.9991407,0.0002705071,0.0001058023,0.0002122657,0.0001970646,0.00007357244],"domain_scores_gemma":[0.9992775,0.0002240519,0.0002063008,0.00009398825,0.0001261218,0.0000720207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003401498,0.0003195769,0.8620408,0.0002244725,0.0004528869,0.0005601656,0.0001859419,0.001240312,0.02945672,0.0007959525,0.002310775,0.09901102],"study_design_scores_gemma":[0.0002789705,0.001369434,0.9557887,0.00009835907,0.0004280235,0.002184606,0.0002386892,0.009000648,0.02366774,0.002545855,0.004344756,0.00005417072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714389,0.006060047,0.01029314,0.001168668,0.0001637288,0.0001486821,0.002672825,0.0003106959,0.007743307],"genre_scores_gemma":[0.9921319,0.00045562,0.00542773,0.0003330127,0.00007133651,0.00004966715,0.0008373096,0.000007945433,0.0006855208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002122141,"threshold_uncertainty_score":0.007445037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007329449296808261,"score_gpt":0.2315325709225446,"score_spread":0.2242031216257363,"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."}}