{"id":"W4407753650","doi":"10.1016/j.kint.2024.11.020","title":"The authors reply","year":2025,"lang":"en","type":"letter","venue":"Kidney International","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","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":[0.008115181,0.001212917,0.003002878,0.001594603,0.01008837,0.01021598,0.004037518,0.15555,0.01284304],"category_scores_gemma":[0.05822669,0.001926581,0.002646183,0.00119126,0.005334897,0.004831606,0.005128179,0.09986877,0.01262118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009263942,"about_ca_system_score_gemma":0.01476945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02078158,"about_ca_topic_score_gemma":0.02670016,"domain_scores_codex":[0.9901916,0.001892169,0.001192631,0.001553294,0.002613614,0.002556632],"domain_scores_gemma":[0.9747906,0.01129405,0.00236823,0.0008759946,0.005630759,0.005040316],"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":[0.00003435453,0.00001572267,0.0005415476,0.00004011685,0.00002964809,0.001097698,0.0002986785,0.00003810159,0.00009881341,0.001635647,0.994181,0.001988764],"study_design_scores_gemma":[0.0001278892,0.00005633228,0.00175031,0.0004651776,0.00009109095,0.001251339,0.00134053,0.0002869823,0.0002711435,0.005911462,0.9882779,0.0001698121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002380944,0.0005936,0.00005560642,0.9694226,0.0281352,0.00001468301,0.00003776445,0.00002312565,0.001479293],"genre_scores_gemma":[0.0008141817,0.0001443748,0.00004272878,0.9871492,0.008801507,0.00001908077,0.000009061712,0.000009879056,0.003009971],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.15555,"threshold_uncertainty_score":0.06721497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03451191577416716,"score_gpt":0.3777672760147873,"score_spread":0.3432553602406201,"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."}}