{"id":"W4410518694","doi":"10.1016/j.kint.2025.01.037","title":"The authors reply","year":2025,"lang":"en","type":"letter","venue":"Kidney International","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01065379,0.001092459,0.003392981,0.001721191,0.008163983,0.01028096,0.003511208,0.1208994,0.01134727],"category_scores_gemma":[0.06071353,0.001793961,0.002479427,0.001590033,0.005508738,0.005936852,0.004468283,0.08988962,0.009918997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01021483,"about_ca_system_score_gemma":0.0137408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02642137,"about_ca_topic_score_gemma":0.03941824,"domain_scores_codex":[0.9897373,0.002522479,0.001331952,0.001520211,0.002721756,0.002166281],"domain_scores_gemma":[0.9750584,0.0135436,0.001760134,0.0008772554,0.004694542,0.004066008],"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":[0.00003900455,0.00001425447,0.0003199021,0.00003774071,0.00001791666,0.0003480166,0.0001279838,0.00002630104,0.0000461991,0.001897983,0.9952481,0.001876604],"study_design_scores_gemma":[0.0001211045,0.00003517914,0.001404793,0.0003587896,0.00005059057,0.0004028917,0.0006345061,0.0002290783,0.0001534523,0.006563128,0.9899243,0.0001222633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001892197,0.0008022559,0.00005914838,0.9682049,0.02851451,0.00002061893,0.00006772205,0.00002106743,0.002120621],"genre_scores_gemma":[0.0007208502,0.0001773751,0.00004920285,0.9835971,0.01082005,0.00003237365,0.00001234492,0.0000110167,0.004579681],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9886527,"threshold_uncertainty_score":0.07411414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2438496941239941,"score_gpt":0.4282729940144406,"score_spread":0.1844232998904465,"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."}}