{"id":"W4415475138","doi":"10.1681/asn.2025denzvy6n","title":"Validity of Phosphorus Intake Assessment Tools in CKD and Dialysis Populations","year":2025,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dialysis; Phosphorus; Kidney disease; Hemodialysis; Nephrology","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":[0.06114984,0.0007491951,0.003786192,0.01138495,0.0005771753,0.004348782,0.002348214,0.001727114,0.001778057],"category_scores_gemma":[0.2296125,0.0007369337,0.004617087,0.0125054,0.00234453,0.003519163,0.002416042,0.001205103,0.0001494829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002220689,"about_ca_system_score_gemma":0.005350435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005068655,"about_ca_topic_score_gemma":0.005061223,"domain_scores_codex":[0.9393475,0.02601304,0.01645206,0.004559991,0.01292414,0.0007032203],"domain_scores_gemma":[0.6469758,0.2942974,0.04271848,0.003068342,0.01242262,0.0005174031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001211645,0.0001528275,0.2086076,0.4523744,0.0232364,0.0003460909,0.003691555,0.000801034,0.0002349574,0.001856505,0.001995384,0.3054917],"study_design_scores_gemma":[0.0005296595,0.001072013,0.3791783,0.5335993,0.03756132,0.002435096,0.00481781,0.001089067,0.0009041763,0.004445377,0.03410438,0.0002636547],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.03819605,0.9547985,0.001278151,0.001304138,0.000212749,0.000246664,0.001467846,0.00001263676,0.002483352],"genre_scores_gemma":[0.5323318,0.4552681,0.006063374,0.001873274,0.0003921534,0.001127348,0.002714383,0.00002154345,0.0002080928],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06114984,"threshold_uncertainty_score":0.3233951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07552461865542043,"score_gpt":0.4016860964747825,"score_spread":0.3261614778193621,"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."}}