{"id":"W2465239715","doi":"10.1097/mat.0000000000000255","title":"Intensive Hemodialysis Preserved Cardiac injury","year":2015,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Internal medicine; Hemodialysis; Dialysis; Fibrosis; Home hemodialysis; Cardiology; Ejection fraction; Apoptosis; Cardiac fibrosis; Myofibroblast; Ventricular remodeling; Heart failure; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006188648,0.0001266822,0.0003758826,0.0001905639,0.00006392068,0.00008634995,0.0001151954,0.00004798846,0.0002848052],"category_scores_gemma":[0.0004583182,0.00008844258,0.0004058671,0.000229864,0.00004291104,0.0001157044,0.00008997214,0.0002423565,0.000452032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129534,"about_ca_system_score_gemma":0.0001616501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000136745,"about_ca_topic_score_gemma":0.000001313526,"domain_scores_codex":[0.9986583,0.000102783,0.0002907451,0.0001554038,0.0005565659,0.0002362298],"domain_scores_gemma":[0.9981791,0.00001887809,0.0001193611,0.0002630294,0.0007803001,0.0006393803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004918149,0.0001832579,0.01988767,0.00002329794,0.001394024,0.0003295107,0.0003334299,0.00006296621,0.0007413902,0.0001212168,0.9556482,0.02078317],"study_design_scores_gemma":[0.00361194,0.0008288376,0.06347682,0.0002072448,0.003092278,0.0001171923,0.002436279,0.0003287763,0.001418837,0.00129165,0.9227851,0.0004050407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8300962,0.002779918,0.001083681,0.0118238,0.002374211,0.0003666147,0.00002004969,0.00009451368,0.151361],"genre_scores_gemma":[0.9735574,0.00025189,0.0006392119,0.002841391,0.001584089,0.00001092465,0.00003941169,0.00003042638,0.02104528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1434612,"threshold_uncertainty_score":0.5810107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03520941786591366,"score_gpt":0.2939114663390068,"score_spread":0.2587020484730932,"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."}}