{"id":"W3217037934","doi":"10.1016/j.ekir.2021.11.001","title":"How Should Pathology Findings Influence Treatment in IgA Nephropathy?","year":2021,"lang":"en","type":"editorial","venue":"Kidney International Reports","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Sunnybrook Health Science Centre; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Nephropathy; Immunosuppression; Clinical trial; Randomized controlled trial; Post-hoc analysis; Internal medicine; Methylprednisolone; Scopus; MEDLINE; Pathology; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002405711,0.000462207,0.0008019108,0.0004168881,0.00004553902,0.0001768205,0.0001472289,0.0007170731,0.0001879375],"category_scores_gemma":[0.01093094,0.0003914692,0.0003964096,0.0002063736,0.0001078304,0.0001837016,0.0001352759,0.0006357456,0.00001644683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000874941,"about_ca_system_score_gemma":0.00257223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000335771,"about_ca_topic_score_gemma":0.0000530076,"domain_scores_codex":[0.996509,0.00005858525,0.0007387636,0.0009129922,0.001411411,0.0003692034],"domain_scores_gemma":[0.9975991,0.0001951444,0.0004214267,0.0005805313,0.0007465677,0.0004572414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001392343,0.0003597729,0.01324939,0.0001752049,0.0002186291,0.08276924,0.0001448237,0.000005410915,0.0009503067,0.00003059813,0.9009177,0.001039645],"study_design_scores_gemma":[0.0009093345,0.0002503171,0.008145278,0.001161138,0.0001893454,0.001176613,0.00005654611,0.00001245466,0.0004335249,0.000162141,0.987192,0.0003112658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.08522077,0.002023972,0.00001201786,0.008951278,0.8976625,0.0006687381,0.0007271185,0.0001299792,0.004603697],"genre_scores_gemma":[0.08271639,0.006771716,0.0004000524,0.001770674,0.8395184,0.0005697416,0.01541642,0.0001644684,0.05267217],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0862743,"threshold_uncertainty_score":0.9998537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333967826480849,"score_gpt":0.300996953173054,"score_spread":0.2876572749082455,"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."}}