{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002698705,0.0008585575,0.0152811,0.0008426539,0.00003604853,0.00005867066,0.001289632,0.0002855879,0.00002715511],"category_scores_gemma":[0.0003606324,0.0005533669,0.001733383,0.001109926,0.00009865477,0.0002214936,0.0008287808,0.0005751915,0.00001775843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018025,"about_ca_system_score_gemma":0.00004593777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000346467,"about_ca_topic_score_gemma":0.00004797734,"domain_scores_codex":[0.993174,0.001102105,0.003358523,0.001140069,0.0006243296,0.0006010351],"domain_scores_gemma":[0.9956856,0.0005532455,0.001299062,0.002173356,0.0001264813,0.0001622512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[3.761909e-7,0.00006193417,0.04774329,0.6608998,0.290022,0.0000187806,0.00001709327,0.000345688,3.238106e-9,0.000004524657,0.00003366235,0.0008528658],"study_design_scores_gemma":[0.0002037179,0.00002761969,0.001685338,0.0492777,0.9387004,0.00001678597,0.000006620992,0.0001059748,3.488836e-8,0.00000572194,0.009369864,0.0006001812],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006945575,0.9938921,0.0003712357,0.000004447944,0.0002789829,0.004138511,0.001127846,0.0001068029,0.00001055975],"genre_scores_gemma":[0.008865031,0.9847465,0.00005669901,0.00002378796,0.00003077555,0.001590564,0.004535805,0.000145489,0.000005321555],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6486785,"threshold_uncertainty_score":0.9996918,"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."}}