{"id":"W2166989928","doi":"10.2215/cjn.04470413","title":"Clinical Predictors of Decline in Nutritional Parameters over Time in ESRD","year":2014,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc","funders":"","keywords":"Medicine; Body mass index; C-reactive protein; Internal medicine; Diabetes mellitus; Albumin; Serum albumin; Hemodialysis; Mass index; Malnutrition; Randomized controlled trial; Gastroenterology; Endocrinology; Inflammation","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":[0.00253915,0.0003145723,0.0005585656,0.0005966164,0.0003239719,0.0005863433,0.0003730244,0.0008361449,0.000938771],"category_scores_gemma":[0.007225762,0.0002173674,0.0006757788,0.0008435633,0.000367359,0.0006545257,0.0005355317,0.001247955,0.0001394763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003784113,"about_ca_system_score_gemma":0.0003597109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001422317,"about_ca_topic_score_gemma":0.001563127,"domain_scores_codex":[0.9992105,0.0003180563,0.0001013673,0.0001413611,0.0001341015,0.00009462914],"domain_scores_gemma":[0.9928365,0.002328953,0.003070018,0.0002652211,0.0005592334,0.0009400214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000856507,0.00005751761,0.9976195,0.00001351365,0.00006380393,0.00002259548,0.000019859,0.000132246,0.0000566355,0.000007706765,0.00004420479,0.001105856],"study_design_scores_gemma":[0.00002686422,0.0003340408,0.9987716,0.000007992522,0.00004468465,0.00008802325,0.00003269177,0.0005273699,0.00005146974,0.00003891945,0.00007179967,0.000004446579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983176,0.001004392,0.0001342599,0.00008340427,0.000008944879,0.00001076243,0.0002066365,0.000004649428,0.0002293973],"genre_scores_gemma":[0.9995436,0.00009493842,0.00009654454,0.00001725906,0.000009167013,0.000007981029,0.0001778412,9.445102e-7,0.00005159369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00253915,"threshold_uncertainty_score":0.01342845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750811641236956,"score_gpt":0.3566507970808029,"score_spread":0.3291426806684333,"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."}}