{"id":"W2070984099","doi":"10.1053/j.ajkd.2014.01.450","title":"Echocardiography in Hemodialysis Patients: Uses and Challenges","year":2014,"lang":"en","type":"review","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Hemodialysis; Cardiology; Intensive care medicine; Internal medicine; Cardiac imaging; Disease; Cardiac function curve; Kidney disease; End stage renal disease; Radiology; Heart failure","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":[0.002968275,0.0009292623,0.002547964,0.004450839,0.0003691672,0.002545876,0.001003489,0.001918253,0.001852776],"category_scores_gemma":[0.006752706,0.0005045001,0.001005346,0.003233526,0.00125769,0.003217367,0.001081332,0.002908008,0.0007446287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000683589,"about_ca_system_score_gemma":0.002261289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001639172,"about_ca_topic_score_gemma":0.004804503,"domain_scores_codex":[0.9988688,0.0002792953,0.0002872433,0.0001787383,0.0003339063,0.00005210208],"domain_scores_gemma":[0.9917607,0.005560337,0.001027975,0.0001016157,0.001317706,0.0002315138],"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":[0.0001086922,0.00005881783,0.003079576,0.01547981,0.000193571,0.0003260244,0.0001679221,0.0002509028,0.0004197438,0.001667604,0.01685511,0.9613922],"study_design_scores_gemma":[0.0001192611,0.0003637176,0.02027055,0.06258754,0.001848778,0.01198119,0.001337087,0.001013648,0.0009083212,0.007436672,0.8918966,0.0002366178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008974926,0.99887,0.00009143531,0.0005644877,0.0001187178,0.000001421961,0.000008782599,0.000003106926,0.0002522374],"genre_scores_gemma":[0.001455401,0.996799,0.0003655567,0.0004886697,0.0007767616,0.000003150112,0.0000141712,0.000001879538,0.00009540292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004450839,"threshold_uncertainty_score":0.01569796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936085799735004,"score_gpt":0.2866663643248,"score_spread":0.2673055063274499,"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."}}