{"id":"W2992783980","doi":"10.1111/hdi.12797","title":"Relationship of serum magnesium level with body composition and survival in hemodialysis patients","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Magnesium in Health and Disease","field":"Nursing","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Magnesium; Composition (language); Internal medicine; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002733938,0.0001497053,0.0002756381,0.0004286571,0.0002468786,0.0003404749,0.0001303281,0.0002840612,0.00106111],"category_scores_gemma":[0.0009211159,0.00008765081,0.0001919663,0.0003901385,0.0001325854,0.0002286738,0.0001944798,0.0002704872,0.0001305449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001552017,"about_ca_system_score_gemma":0.000121838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009657504,"about_ca_topic_score_gemma":0.0008914215,"domain_scores_codex":[0.9998709,0.00003141388,0.0000198305,0.00002400571,0.00002423227,0.00002964425],"domain_scores_gemma":[0.9994825,0.0001010842,0.000219898,0.0000224992,0.00005201967,0.0001218752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001857596,0.00001668369,0.9988282,0.000003656325,0.00002460165,0.00002924643,0.0000108877,0.0000127534,0.0001694122,0.000003530403,0.00002314574,0.0006921692],"study_design_scores_gemma":[0.000008416007,0.0001538779,0.9992653,0.000002633079,0.00002161848,0.0001843454,0.00003746211,0.0001602365,0.00007010427,0.00001687617,0.00007751057,0.000001598308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995065,0.0002403093,0.00003129841,0.00002031027,0.000003229743,0.000001523356,0.00006894511,0.000001566963,0.0001263663],"genre_scores_gemma":[0.9998202,0.00003452449,0.00002256908,0.00000910023,0.000005353384,0.000001238411,0.00006616049,2.588909e-7,0.0000406687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00106111,"threshold_uncertainty_score":0.003549755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951087983608831,"score_gpt":0.2682150078952318,"score_spread":0.2487041280591435,"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."}}