{"id":"W2775684465","doi":"10.1111/hdi.12625","title":"Factors associated with serum magnesium and vascular stiffness in maintenance hemodialysis patients","year":2017,"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":"Medicine; Hemodialysis; Internal medicine; Magnesium; Pulse wave velocity; Arterial stiffness; Arteriosclerosis; Brachial artery; Albumin; Cardiology; Serum albumin; Calcium; Blood pressure; Endocrinology; Chemistry","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":[0.0002326318,0.0001868734,0.0003038844,0.0004312965,0.0002886703,0.0003119356,0.0001465353,0.0003003336,0.0008001305],"category_scores_gemma":[0.0009533646,0.00010693,0.0002069244,0.0005302876,0.0001304666,0.0001646018,0.0001762112,0.0003360875,0.000086206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001866512,"about_ca_system_score_gemma":0.0002216063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455773,"about_ca_topic_score_gemma":0.001616957,"domain_scores_codex":[0.9998381,0.0000416967,0.00002866456,0.00002490607,0.00003675694,0.00002998081],"domain_scores_gemma":[0.9994879,0.00008504996,0.0002480708,0.0000195792,0.00004366271,0.0001157847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001166393,0.00002948468,0.9987028,0.000009251391,0.00002812428,0.000062696,0.00002052912,0.00001400079,0.0002024527,0.000006331486,0.0000363694,0.0007715565],"study_design_scores_gemma":[0.00001029392,0.0001392099,0.9991137,0.00000657999,0.00003055712,0.0003472897,0.00004005713,0.0001210638,0.00006392625,0.00002024398,0.0001050311,0.000002040823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990809,0.0004862474,0.00005284509,0.00004545186,0.000005011412,0.000004210633,0.00009421672,0.000002392671,0.000228633],"genre_scores_gemma":[0.9997628,0.00005844821,0.0000511156,0.00001491301,0.000008846873,0.000002719444,0.00005636127,3.206077e-7,0.00004449992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001455773,"threshold_uncertainty_score":0.00289464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272180990203116,"score_gpt":0.2683971627230692,"score_spread":0.2456753528210381,"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."}}