{"id":"W4410519078","doi":"10.1016/j.kint.2025.01.035","title":"The authors reply","year":2025,"lang":"en","type":"letter","venue":"Kidney International","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Provincial Health Services Authority; University of British Columbia; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine","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":[0.005124504,0.001122869,0.002702428,0.00148162,0.008830791,0.008458403,0.003486758,0.1445633,0.01295252],"category_scores_gemma":[0.04040149,0.001667734,0.002350822,0.001062573,0.004405744,0.004324846,0.004621584,0.08897887,0.01069005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007039166,"about_ca_system_score_gemma":0.009856765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0154418,"about_ca_topic_score_gemma":0.02052225,"domain_scores_codex":[0.9940785,0.001197168,0.0007088071,0.0009156376,0.001460025,0.001639834],"domain_scores_gemma":[0.984605,0.006869285,0.001549499,0.0005714556,0.003189026,0.003215782],"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":[0.0000340933,0.00001678706,0.0006371842,0.0000446935,0.00002950332,0.002082759,0.0003101459,0.00004162826,0.00009910514,0.001838973,0.9927269,0.002138162],"study_design_scores_gemma":[0.0001137295,0.00005424383,0.001613517,0.0004823242,0.00008141946,0.001983465,0.001290085,0.000283613,0.0002331442,0.006064611,0.9876565,0.0001433974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003221258,0.0008549253,0.00005346166,0.9627084,0.03399064,0.00001554834,0.00003758944,0.00002108138,0.001996129],"genre_scores_gemma":[0.001371096,0.0002702796,0.00004624715,0.9800817,0.01426044,0.00002157512,0.0000119689,0.00001060806,0.003926002],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1445633,"threshold_uncertainty_score":0.0510729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017408175757319,"score_gpt":0.274653005241232,"score_spread":0.2644789234836588,"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."}}