{"id":"W2081911454","doi":"10.1007/s10741-012-9298-y","title":"Mechanical circulatory support for elderly heart failure patients","year":2012,"lang":"en","type":"review","venue":"Heart Failure Reviews","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Alberta Hospital","funders":"Canadian Institutes of Health Research","keywords":"Destination therapy; Medicine; Cardiogenic shock; Heart failure; Circulatory system; Heart transplantation; Ventricular assist device; Population; Intensive care medicine; Bridge to transplantation; Quality of life (healthcare); Transplantation; Cardiology; Internal medicine; Myocardial infarction; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004143811,0.0009119809,0.001607302,0.001744589,0.0002002846,0.0005893973,0.0004922542,0.0007433752,0.002561426],"category_scores_gemma":[0.001234114,0.0001810062,0.0007147824,0.001091266,0.0002000169,0.0007008992,0.0004868377,0.0009652306,0.0006182961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002489328,"about_ca_system_score_gemma":0.000636458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005342201,"about_ca_topic_score_gemma":0.001608625,"domain_scores_codex":[0.9998236,0.00003040172,0.0000499344,0.00003124972,0.00005025688,0.00001445818],"domain_scores_gemma":[0.9995614,0.0002436089,0.0001027051,0.000007154637,0.00006205564,0.00002301985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001795912,0.00008665435,0.0003806855,0.0344457,0.0003491291,0.0001515354,0.00003174342,0.0001336622,0.001070604,0.0004140475,0.01687728,0.9458795],"study_design_scores_gemma":[0.0007176888,0.001507646,0.01396591,0.06130704,0.005088212,0.004929593,0.0002368025,0.0004823422,0.001703296,0.00175786,0.9081912,0.0001123168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001873929,0.9991869,0.00006404828,0.00009715273,0.0001276454,0.000005125751,0.00001289342,0.000003148123,0.0003156601],"genre_scores_gemma":[0.001323825,0.9978586,0.0001746954,0.0001964067,0.0002165538,0.00001186746,0.00002768206,8.459067e-7,0.0001894887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002561426,"threshold_uncertainty_score":0.008568823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05441982320059889,"score_gpt":0.299902289847246,"score_spread":0.2454824666466471,"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."}}