{"id":"W2075761537","doi":"10.1053/j.ajkd.2009.12.038","title":"Glycemic Control and the Risk of Death in 1,484 Patients Receiving Maintenance Hemodialysis","year":2010,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Glycemic; Internal medicine; Hemodialysis; Diabetes mellitus; Dialysis; Confounding; Retrospective cohort study; Insulin; Endocrinology","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":[0.0005805035,0.0003231274,0.0006094862,0.0006636411,0.0006488597,0.0008728469,0.0004280983,0.0008397627,0.0009506571],"category_scores_gemma":[0.001890446,0.0004297647,0.0007671622,0.001145941,0.0003199738,0.0006441201,0.0003256754,0.001288967,0.0001435444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000452492,"about_ca_system_score_gemma":0.0004386283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007379481,"about_ca_topic_score_gemma":0.00545634,"domain_scores_codex":[0.9996572,0.0001004176,0.00003807645,0.00005569779,0.00007050993,0.00007806674],"domain_scores_gemma":[0.9986748,0.0003690002,0.0004320774,0.0001156324,0.00008641778,0.0003221717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007875678,0.00007164772,0.9980475,0.000005918038,0.0001236312,0.00008482984,0.00004211321,0.00009301271,0.0001197765,0.00001662935,0.00005179372,0.0005556599],"study_design_scores_gemma":[0.00005972473,0.0002594688,0.9983162,0.000004316048,0.0001235657,0.0002119975,0.0001475321,0.0006660112,0.00005026396,0.00005662329,0.00009432019,0.000009907411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991683,0.000294445,0.00003823431,0.00004329297,0.00001108747,0.000003317772,0.0001408109,0.000002470619,0.0002981733],"genre_scores_gemma":[0.9995578,0.000113352,0.00002517816,0.00002855672,0.00002165888,0.000003253987,0.0001486985,0.000001143698,0.0001002876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007379481,"threshold_uncertainty_score":0.01467305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002730317103366929,"score_gpt":0.2172471271295833,"score_spread":0.2145168100262164,"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."}}