{"id":"W3091563799","doi":"10.1097/mnh.0000000000000645","title":"Current and novel imaging techniques to evaluate myocardial dysfunction during hemodialysis","year":2020,"lang":"en","type":"article","venue":"Current Opinion in Nephrology & Hypertension","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Cardiology; Cardiac imaging; Cardiac function curve; Myocardial perfusion imaging; Hemodialysis; Internal medicine; Dialysis; Coronary arteries; Perfusion; Radiology; Coronary artery disease; Blood flow; Cardiac dysfunction; Heart failure; Artery","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":[0.001097031,0.0007755111,0.001441357,0.00232239,0.0001750452,0.001197468,0.0009698555,0.001258138,0.002186693],"category_scores_gemma":[0.003800456,0.0002247511,0.0007283193,0.001720716,0.0006177124,0.001387286,0.0005246676,0.001261604,0.001310446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352292,"about_ca_system_score_gemma":0.00102882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000753486,"about_ca_topic_score_gemma":0.0009030126,"domain_scores_codex":[0.9994525,0.0001134544,0.000123559,0.00008898431,0.0001809255,0.00004046896],"domain_scores_gemma":[0.9979248,0.001065857,0.0004138887,0.00003926803,0.000480974,0.00007516226],"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":[0.0001544,0.00004021656,0.001513529,0.04557308,0.0002836812,0.0004088898,0.0001014589,0.0002427979,0.00164983,0.001197416,0.03314547,0.9156892],"study_design_scores_gemma":[0.00006538959,0.0003284333,0.01714849,0.04097371,0.001411109,0.01109501,0.0003304688,0.0004491571,0.002982492,0.003078938,0.9220313,0.0001053664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001715999,0.9983664,0.000202489,0.0003891723,0.0004184586,0.000007397392,0.00002444521,0.000007103854,0.0004129526],"genre_scores_gemma":[0.001847788,0.9959715,0.0003255291,0.0004762615,0.001124369,0.00001449788,0.00005216175,0.00000417404,0.0001837409],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00232239,"threshold_uncertainty_score":0.007315218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04593149389953807,"score_gpt":0.3180599978039083,"score_spread":0.2721285039043703,"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."}}