{"id":"W4416385702","doi":"10.1159/000549085","title":"Acknowledgment to Reviewers","year":2025,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Medical journal; Alternative medicine; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002736809,0.00007401132,0.0004542092,0.0003048428,0.00001919544,0.000005986564,0.0001043128,0.00001323742,0.0001572743],"category_scores_gemma":[0.0001003381,0.00005088355,0.0001888541,0.0004436742,0.00009809388,0.00001624243,0.00004811976,0.00009688277,0.00006253138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005739632,"about_ca_system_score_gemma":0.00009987901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004649181,"about_ca_topic_score_gemma":0.00000223503,"domain_scores_codex":[0.9992296,0.00006926072,0.000333329,0.00009323527,0.0001339276,0.0001406224],"domain_scores_gemma":[0.99929,0.00003626821,0.0001622815,0.0001575537,0.0001923039,0.0001616237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009044643,0.000328251,0.002690783,0.00006301801,0.0009855127,0.00018071,0.0001505026,0.00005076196,0.003096895,0.001126073,0.2826268,0.7077962],"study_design_scores_gemma":[0.0005557316,0.001556903,0.03473679,0.00014921,0.0005383609,0.00003154326,0.0001790984,0.0000087127,0.00008258517,0.0001129067,0.9620003,0.00004786756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874483,0.002904715,0.005936921,0.07514339,0.0007056491,0.0003515267,0.000001237025,0.00001433307,0.02749399],"genre_scores_gemma":[0.912222,0.0009237065,0.003707888,0.08094738,0.0002759614,0.000006540628,0.000001046186,0.000008394293,0.00190711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7077484,"threshold_uncertainty_score":0.2074971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008106498228826415,"score_gpt":0.3022185711198294,"score_spread":0.294112072891003,"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."}}