{"id":"W4386852279","doi":"10.1016/j.cpcardiol.2023.102090","title":"Outcomes of Patients With Left Ventricular Assist Devices Requiring Intermittent Hemodialysis: Single-Center Cohort, Systematic Review, and Individual-Participant Data Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Current Problems in Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Single Center; Cohort; Hemodialysis; Transplantation; Cumulative incidence; Incidence (geometry); Cohort study; Destination therapy; Ventricular assist device; Internal medicine; Surgery; Heart transplantation; 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":[0.007725571,0.002188877,0.01412621,0.003152338,0.0005881425,0.002728525,0.001615853,0.001901972,0.002361408],"category_scores_gemma":[0.02140117,0.001179489,0.03259322,0.004327985,0.0005600536,0.001454426,0.001600738,0.002186281,0.0002468739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247698,"about_ca_system_score_gemma":0.002072763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005600322,"about_ca_topic_score_gemma":0.0131351,"domain_scores_codex":[0.993971,0.002192577,0.002081615,0.0009934193,0.000502908,0.0002585048],"domain_scores_gemma":[0.9882174,0.00837725,0.001896697,0.0005744763,0.0007500754,0.0001841448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00244555,0.00003307075,0.01176778,0.1487451,0.8259364,0.00008822467,0.0000933368,0.0002528322,0.0002282848,0.00009064458,0.0006429555,0.00967579],"study_design_scores_gemma":[0.0005220035,0.0001292741,0.007511687,0.00626587,0.9842733,0.00006967517,0.00004963023,0.00009461547,0.00006438464,0.0001550381,0.0008373784,0.00002708375],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01511094,0.9827418,0.0006955949,0.0001384538,0.0001802409,0.0001168177,0.0008022881,0.00002570347,0.0001882219],"genre_scores_gemma":[0.3499607,0.6431383,0.002718873,0.001136796,0.0003203478,0.0004756523,0.001827088,0.00004669306,0.0003755019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01412621,"threshold_uncertainty_score":0.0408572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2706572466666802,"score_gpt":0.350337876639447,"score_spread":0.07968062997276676,"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."}}