{"id":"W4289523365","doi":"10.1681/asn.2022050540","title":"Authors’ Reply: “The Advancing American Kidney Health Initiative: The Challenge of Overcoming the Status Quo” and “The Advancing American Kidney Health Initiative: Do Not Let 80% Distract Us from the Fact that We Can Do Better”","year":2022,"lang":"en","type":"letter","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Status quo; Dialysis; Kidney disease; Kidney transplantation; Intensive care medicine; Public relations; Transplantation; Law; Political science; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008400691,0.00120115,0.002019197,0.001343477,0.004607052,0.00527695,0.003255806,0.04741883,0.01796857],"category_scores_gemma":[0.08038314,0.001338025,0.002188254,0.0009878573,0.004856263,0.005552712,0.002918023,0.06033754,0.01855856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003146877,"about_ca_system_score_gemma":0.006809708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004035401,"about_ca_topic_score_gemma":0.004246323,"domain_scores_codex":[0.9922806,0.001868986,0.001199698,0.00114623,0.002624026,0.0008805621],"domain_scores_gemma":[0.9598002,0.01900318,0.003652477,0.001153073,0.01287724,0.003513854],"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":[0.0000297995,0.000009960814,0.0001556101,0.00004536737,0.00000916888,0.0001234602,0.00009018748,0.00001604515,0.00004192728,0.0005814832,0.9971353,0.001761634],"study_design_scores_gemma":[0.0000804166,0.00005133153,0.0009675699,0.0004016216,0.00004213237,0.0009513549,0.0005985035,0.000221029,0.0004171222,0.003471836,0.9926605,0.0001364473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001270919,0.0008246986,0.00009778596,0.9350749,0.06316815,0.00001064442,0.00008570096,0.00006677167,0.000544277],"genre_scores_gemma":[0.001070777,0.0004909122,0.0001891458,0.9597107,0.0357123,0.0000313159,0.00003423197,0.00003493074,0.002725797],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04741883,"threshold_uncertainty_score":0.06011087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275616859167157,"score_gpt":0.311250693961205,"score_spread":0.2836890080444893,"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."}}