{"id":"W2963408498","doi":"10.1093/ndt/gfz133","title":"Valvular heart disease and calcification in CKD: more common than appreciated","year":2019,"lang":"en","type":"review","venue":"Nephrology Dialysis Transplantation","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"AbbVie; Sanofi; Astellas Pharma US; Amgen","keywords":"Medicine; Kidney disease; Calcification; Cardiology; valvular heart disease; Internal medicine; Disease; Intensive care medicine; Hemodialysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001373444,0.0003616331,0.0015749,0.0004531822,0.00005033558,0.00001486401,0.00006875997,0.0004030559,0.000009473657],"category_scores_gemma":[0.00001131527,0.0003058874,0.000294698,0.0003858333,0.0000743347,0.00007972092,0.000007532504,0.0002693796,0.0000785298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007549279,"about_ca_system_score_gemma":0.0001433698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001525905,"about_ca_topic_score_gemma":0.0001183455,"domain_scores_codex":[0.9981912,0.000284264,0.0005392202,0.0005545716,0.0001784613,0.0002522763],"domain_scores_gemma":[0.9991431,0.0001461508,0.0001861711,0.0003579353,0.00002858724,0.0001380464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005560718,0.005341732,0.2655329,0.05167522,0.007447122,0.00163207,0.004483751,0.0002028366,0.000254191,0.0004395415,0.002277309,0.6551526],"study_design_scores_gemma":[0.01493039,0.0006663329,0.4644358,0.004768756,0.07401781,0.0003271722,0.00006795009,0.0007460659,0.00000704703,0.0003085375,0.4382616,0.001462568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02992581,0.9679537,0.00005754626,0.0001949892,0.00005817358,0.001490455,0.0001800933,0.00004438249,0.0000948897],"genre_scores_gemma":[0.02157555,0.9668722,0.00004864968,0.0002786756,0.00004258697,0.0002856761,0.01078708,0.00003863226,0.00007092911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.65369,"threshold_uncertainty_score":0.9999393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03623983615710662,"score_gpt":0.3427082078361625,"score_spread":0.3064683716790558,"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."}}