{"id":"W1997978342","doi":"10.1093/eurjhf/hfr050","title":"The Effect of Ventricular Assist Devices on Long-Term Post-Transplant Outcomes: A Systematic Review of Observational Studies","year":2011,"lang":"en","type":"review","venue":"European Journal of Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; CINAHL; Observational study; Ventricular assist device; MEDLINE; Meta-analysis; Destination therapy; Heart transplantation; Internal medicine; Intensive care medicine; Transplantation; Heart failure; Psychological intervention","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"],"consensus_categories":[],"category_scores_codex":[0.00434696,0.0005140585,0.004279542,0.0001656852,0.00006484733,0.00002268824,0.0007828367,0.00007119837,0.0000371534],"category_scores_gemma":[0.0007180102,0.0002513493,0.001576241,0.0002536375,0.00005635131,0.0001009325,0.00004532245,0.0006107722,0.00006474654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006594382,"about_ca_system_score_gemma":0.00006331061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.687999e-7,"about_ca_topic_score_gemma":0.000001409443,"domain_scores_codex":[0.9937552,0.002200302,0.002954749,0.0001713582,0.0006869575,0.0002314953],"domain_scores_gemma":[0.995551,0.001568092,0.00186507,0.0005499979,0.0003461183,0.0001197067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005553369,0.00001718969,0.001805138,0.9935694,0.002426016,0.0002710035,0.00002234359,0.000003751216,3.110135e-7,0.00002938497,0.0006372401,0.001212714],"study_design_scores_gemma":[0.0001804822,0.0004224788,0.00135679,0.9180228,0.005727814,0.0006571884,0.000008312199,6.053414e-7,0.000006806848,7.040213e-7,0.07337913,0.0002369499],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003391925,0.9980681,0.000019171,0.00007356616,0.0003980892,0.001014742,0.00004101071,0.00001959751,0.00002656603],"genre_scores_gemma":[0.002817461,0.996749,0.0001145165,0.00007149198,0.00009771664,0.00001663627,0.000021049,0.0001005168,0.00001157994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07554661,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05657946438276845,"score_gpt":0.307336857733143,"score_spread":0.2507573933503746,"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."}}