{"id":"W2039330852","doi":"10.1111/j.1542-4758.2007.00140.x","title":"Dialysis, cardiovascular disease, and the future","year":2007,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Heart failure; Myocardial infarction; Dialysis; Sudden cardiac death; Left ventricular hypertrophy; Kidney disease; Renal replacement therapy; Disease; Blood pressure","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":[0.0006725105,0.0001237998,0.0002327883,0.0005589688,0.000683474,0.001289561,0.000158963,0.001499265,0.008628003],"category_scores_gemma":[0.0009726333,0.00005957305,0.0001348433,0.0004998737,0.0009845579,0.001320216,0.0006286897,0.001695443,0.0005266482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008348738,"about_ca_system_score_gemma":0.001065958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002670967,"about_ca_topic_score_gemma":0.004726453,"domain_scores_codex":[0.9997544,0.0001183403,0.000014323,0.0000254927,0.00005579785,0.0000316713],"domain_scores_gemma":[0.9993766,0.000195579,0.00007089992,0.00001933524,0.00009887322,0.0002386967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002689835,0.0003584831,0.05608588,0.0009819603,0.000149668,0.001123371,0.00106114,0.0005344633,0.0007261481,0.1991173,0.2906933,0.4488993],"study_design_scores_gemma":[0.00003441339,0.0002579609,0.07775217,0.00275802,0.00007528887,0.003398591,0.002874697,0.0004768945,0.0001491489,0.1025687,0.8096012,0.00005288773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01070716,0.5552439,0.00020249,0.3971409,0.004101108,0.000003862954,0.0001540797,0.00001610421,0.03243053],"genre_scores_gemma":[0.3223376,0.5963188,0.0006110701,0.04913129,0.01829323,0.00002278474,0.0001319262,0.000006649057,0.01314659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008628003,"threshold_uncertainty_score":0.02886355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007442758299467933,"score_gpt":0.2394450116222017,"score_spread":0.2320022533227338,"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."}}