{"id":"W6907930001","doi":"10.25384/sage.25163894.v1","title":"sj-docx-1-cjk-10.1177_20543581241228731 – Supplemental material for Oral Nutritional Supplement Prescription and Patient-Reported Symptom Burden Among Patients With Late-Stage Non-Dialysis Chronic Kidney Disease","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Kidney disease; Dietary supplement; Disease; Diabetes mellitus; Kidney; Public health; Food supplement","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001108535,0.001243196,0.001535537,0.003217937,0.001814778,0.004053154,0.002706961,0.002903577,0.9318246],"category_scores_gemma":[0.0150949,0.001480888,0.001094816,0.003483257,0.00039356,0.002494192,0.001786002,0.001987812,0.5192495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001704993,"about_ca_system_score_gemma":0.002969006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02288382,"about_ca_topic_score_gemma":0.04070913,"domain_scores_codex":[0.9989385,0.0001009976,0.0001737308,0.0001897316,0.0003414813,0.0002554795],"domain_scores_gemma":[0.9885216,0.00505458,0.000874399,0.0006695522,0.003598278,0.00128159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001904399,0.00009739397,0.0007957494,0.0005868367,0.00001410432,0.00004387709,0.00002156618,0.00006484737,0.0001514615,0.0002185233,0.9924693,0.005345969],"study_design_scores_gemma":[0.004803185,0.0003373623,0.04996413,0.003272228,0.0001164799,0.0007837572,0.0007225076,0.00120917,0.00159782,0.003152266,0.9338053,0.000235961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0005210774,0.0001129715,0.000204214,0.000801873,0.0006201481,0.0002254091,0.9838533,0.0009025395,0.0127585],"genre_scores_gemma":[0.009606922,0.0004945203,0.002660109,0.002362914,0.001114006,0.001398917,0.9073187,0.001432323,0.07361156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9318246,"threshold_uncertainty_score":0.09724391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108419254025848,"score_gpt":0.2478567325636626,"score_spread":0.2367725400234041,"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."}}