{"id":"W2132285124","doi":"10.1586/erd.11.9","title":"Quality of life for patients supported on a left ventricular assist device","year":2011,"lang":"en","type":"review","venue":"Expert Review of Medical Devices","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Pulsatile flow; Medicine; Quality of life (healthcare); Heart failure; Ventricular assist device; Hemodynamics; Cardiology; Heart transplantation; Continuous flow; Internal medicine; Transplantation; Artificial heart; Social support; Intensive care medicine; Psychology; Nursing","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00293826,0.0008471727,0.006033238,0.0002151154,0.00004178576,0.00001289175,0.001688884,0.0008871692,0.003064571],"category_scores_gemma":[0.004040993,0.0006168564,0.00185502,0.0004526965,0.0001107736,0.000113443,0.0001516147,0.0005830443,0.00009887159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010368,"about_ca_system_score_gemma":0.000462969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002834077,"about_ca_topic_score_gemma":0.00001242676,"domain_scores_codex":[0.9918479,0.0005761635,0.004281001,0.0006897519,0.002064812,0.0005403993],"domain_scores_gemma":[0.9949023,0.001249025,0.001622092,0.001136318,0.0003406492,0.0007496325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004640101,0.0002656145,0.00009791976,0.5090505,0.0005350237,0.000005476064,0.00001789178,5.63703e-8,4.316413e-8,0.000360497,0.005877791,0.4837846],"study_design_scores_gemma":[0.0002998092,0.0001005986,0.00007351853,0.1731206,0.0004494849,0.000003763849,0.000005028235,0.00001696034,0.000003638048,0.00001082942,0.8254334,0.0004823811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001918412,0.9954482,0.000241783,0.00004057883,0.0009401738,0.002347743,0.0002154727,0.0001238079,0.0006230797],"genre_scores_gemma":[0.0002128003,0.997053,0.0003468966,0.0009048564,0.000252913,0.0003716565,0.0007126648,0.0001365314,0.00000863895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8195556,"threshold_uncertainty_score":0.9996283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07429434104046001,"score_gpt":0.3759926728470155,"score_spread":0.3016983318065555,"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."}}