{"id":"W2618699841","doi":"10.1093/ndt/gfx154.sp626","title":"SP626A SYSTEMATIC REVIEW OF NON-PHARMACOLOGICAL INTERVENTIONS TO PROMOTE ADHERENCE TO DIETARY SALT AND FLUID INTAKE RESTRICTIONS IN END-STAGE KIDNEY DISEASE","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Kidney disease; End stage renal disease; Intensive care medicine; End-stage kidney disease; Disease; Fluid intake; Kidney; Internal medicine; Physiology","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":[0.0003379573,0.0001466914,0.0006080663,0.0002623599,0.000119758,0.00001407337,0.0001512442,0.00006114789,0.0001141552],"category_scores_gemma":[0.0003214855,0.000126312,0.0001844132,0.0002253815,0.00007008843,0.0001096382,0.00002178864,0.000151546,0.00002004382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003051261,"about_ca_system_score_gemma":0.00008747607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002431251,"about_ca_topic_score_gemma":0.0005964705,"domain_scores_codex":[0.9985955,0.0001302076,0.0006007561,0.000299607,0.0001711668,0.0002027559],"domain_scores_gemma":[0.9990703,0.00007277585,0.0001713205,0.0002950455,0.000083134,0.0003074009],"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":[0.004856415,0.001485988,0.02737866,0.6342145,0.001156638,0.0005464329,0.002183723,0.00006552091,0.3209092,0.0003451406,0.001513433,0.00534434],"study_design_scores_gemma":[0.002499739,0.002246129,0.9282687,0.05656582,0.008249224,0.0000283771,0.00003874396,0.0003957028,0.001253795,0.0001195566,0.00006869702,0.0002655464],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875662,0.002413492,0.00200308,0.004889832,0.00004495106,0.002577563,0.0001562603,0.00002696976,0.0003217023],"genre_scores_gemma":[0.9817561,0.01350811,0.0004008897,0.00362623,0.00002521754,0.0003357965,0.0002447001,0.00001000548,0.00009295001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.90089,"threshold_uncertainty_score":0.5150852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03137102441185063,"score_gpt":0.3444481591374092,"score_spread":0.3130771347255585,"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."}}