{"id":"W2161229478","doi":"10.1111/j.1755-6686.2009.00064.x","title":"EARLY INITIATION OF PHOSPHATE LOWERING DIETARY THERAPY IN NON‐DIALYSIS CHRONIC KIDNEY DISEASE: A CRITICAL REVIEW","year":2009,"lang":"en","type":"review","venue":"Journal of Renal Care","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Providence Health Care","funders":"","keywords":"Hyperphosphatemia; Medicine; Phosphate; Kidney disease; Phosphate binder; Population; Dialysis; Secondary hyperparathyroidism; Intensive care medicine; Internal medicine; Disease; Endocrinology; Parathyroid hormone; Environmental health; Biochemistry; Calcium; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002087326,0.0003285324,0.002407932,0.0003116565,0.0000260212,0.00001356219,0.0001447883,0.0001362374,0.00004667858],"category_scores_gemma":[0.0002953662,0.0002236625,0.001278731,0.0004264966,0.00003828595,0.0001375286,0.00001756663,0.0004794159,0.000007431425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003779355,"about_ca_system_score_gemma":0.001344121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001069784,"about_ca_topic_score_gemma":0.000002221688,"domain_scores_codex":[0.9977685,0.0001151003,0.001185766,0.0001982107,0.0005094099,0.0002230468],"domain_scores_gemma":[0.9982163,0.00007378239,0.0007366532,0.0002542146,0.0003563417,0.0003627664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002459091,0.0003549278,0.0002566699,0.03381116,0.000600969,0.001712473,0.0001107931,0.000001947245,0.000003548906,0.000001917913,0.001561143,0.9613385],"study_design_scores_gemma":[0.006138784,0.004581055,0.005152492,0.5038137,0.01372681,0.0003292598,0.00002421179,0.000004127201,0.00001462936,0.00004533944,0.4656062,0.0005634692],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003681341,0.9985784,0.00001045522,0.0001810662,0.000111913,0.00052283,0.00005671464,0.000003838225,0.0001665982],"genre_scores_gemma":[0.005710294,0.9935665,0.00005190751,0.0002292048,0.0002481448,0.00001761957,0.0001306625,0.00002906115,0.00001659007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9607751,"threshold_uncertainty_score":0.9120692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04086959413637469,"score_gpt":0.3714017404225871,"score_spread":0.3305321462862124,"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."}}