{"id":"W2442779846","doi":"10.1111/hdi.12434","title":"Hemodialysis‐induced regional left ventricular systolic dysfunction","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Cardiology; Internal medicine; Dialysis; Population","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":[0.0001654605,0.0001589662,0.0002261224,0.0001402467,0.0001479325,0.0001713384,0.0001151008,0.0001011734,0.001914774],"category_scores_gemma":[0.0003359271,0.00003801136,0.0001278306,0.0001273961,0.000181146,0.00008372135,0.0001460343,0.0002113084,0.0001197756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001597993,"about_ca_system_score_gemma":0.0001806389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003501411,"about_ca_topic_score_gemma":0.0002732687,"domain_scores_codex":[0.9999144,0.00001517335,0.00001049048,0.00002277162,0.00001647231,0.00002070262],"domain_scores_gemma":[0.9997153,0.00006378881,0.0001379634,0.00001681729,0.00002049938,0.0000455935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00068244,0.0001176205,0.9516712,0.0003054941,0.0001159881,0.004045428,0.0001311681,0.0001551716,0.01139383,0.0002377104,0.000603913,0.03054],"study_design_scores_gemma":[0.00001797612,0.0003023337,0.9878812,0.00003803397,0.00003535847,0.009343646,0.00006311624,0.000169856,0.001246656,0.0001370595,0.0007600972,0.000004638642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993382,0.002875412,0.0007207865,0.00009016578,0.00002474268,0.00002277803,0.0003322271,0.00003107523,0.002520855],"genre_scores_gemma":[0.9991105,0.000332791,0.00007581009,0.00005406666,0.00003540092,0.000007618839,0.0001559848,9.615903e-7,0.0002269444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001914774,"threshold_uncertainty_score":0.006405532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857457770359057,"score_gpt":0.2679206133367065,"score_spread":0.2493460356331159,"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."}}