{"id":"W3128368758","doi":"10.34067/kid.0007192020","title":"Corticosteroids Should Be Used To Treat Slowly Progressive IgA Nephropathy: PRO","year":2021,"lang":"en","type":"article","venue":"Kidney360","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Nephropathy; Medicine; 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":[0.00007845004,0.0002572715,0.000438362,0.0001004903,0.0001003661,0.00008859501,0.00009519671,0.0001104452,0.000538496],"category_scores_gemma":[0.0006598027,0.0002055496,0.0002090486,0.0004663005,0.00007423574,0.0001090272,0.0001061918,0.0001889029,0.0002172892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007854998,"about_ca_system_score_gemma":0.0004996348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002033551,"about_ca_topic_score_gemma":0.000008521703,"domain_scores_codex":[0.9981292,0.00005856808,0.0003264889,0.0004910558,0.0005506542,0.0004440169],"domain_scores_gemma":[0.9980895,0.00004394037,0.00007198224,0.0005653867,0.000302656,0.0009265194],"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":[0.002596823,0.003340182,0.1516288,0.002606858,0.0005401403,0.0210931,0.00686793,0.00001089323,0.3399191,0.00151086,0.3764561,0.09342913],"study_design_scores_gemma":[0.009670571,0.003444633,0.2735426,0.002230252,0.001648216,0.001224227,0.001879749,0.0002628553,0.2068137,0.0004763999,0.4973688,0.001438086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604771,0.003637219,0.00009089942,0.02783134,0.0003297804,0.0009706701,0.0001502185,0.0002681934,0.006244585],"genre_scores_gemma":[0.972275,0.0001144912,0.001027232,0.01699916,0.0005088589,0.0002219418,0.0002695493,0.00007065268,0.008513122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1331055,"threshold_uncertainty_score":0.838207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05537802025958373,"score_gpt":0.3311055740671379,"score_spread":0.2757275538075542,"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."}}