{"id":"W2034825207","doi":"10.1097/imi.0b013e3181f5d1ab","title":"The Use of the Impella RD as a Bridge to Recovery for Right Ventricular Dysfunction after Cardiac Transplantation","year":2010,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Impella; Medicine; Bridge to transplantation; Right ventricular failure; Cardiology; Internal medicine; Heart transplantation; Transplantation; Bridge (graph theory); Ventricular assist device; 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":[],"consensus_categories":[],"category_scores_codex":[0.0007713044,0.0001296343,0.0002555646,0.0004595502,0.0001221126,0.000030913,0.00008879829,0.0003110526,0.000002268354],"category_scores_gemma":[0.0002060123,0.00009471268,0.0001331105,0.001096685,0.0001004797,0.0001326983,0.00003126716,0.0002939033,4.782344e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001983116,"about_ca_system_score_gemma":0.00002538581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001092071,"about_ca_topic_score_gemma":0.00001960295,"domain_scores_codex":[0.9991415,0.00003966327,0.0003436388,0.0001946081,0.000108086,0.0001725398],"domain_scores_gemma":[0.9991385,0.0002837122,0.00005163963,0.0003957737,0.0001075984,0.00002274206],"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":[0.0001415857,0.00006457599,0.3827956,0.0008032409,0.000790829,0.00005006601,0.0001351461,0.0001101249,0.03449272,0.03828083,0.002298148,0.5400372],"study_design_scores_gemma":[0.0002783073,0.00009173626,0.1736005,0.0003810737,0.0003890601,0.0002388398,0.00006702703,0.0006177179,0.3655157,0.01822051,0.4397428,0.0008567518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613119,0.0006015257,0.03651451,0.0002561156,0.0004030972,0.0006708215,0.00002857244,0.0001868086,0.0000266646],"genre_scores_gemma":[0.9973621,0.0003571523,0.001686862,0.0000526783,0.00003195403,0.0004715492,0.00001065261,0.00001994406,0.000007121596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5391804,"threshold_uncertainty_score":0.3862271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197327778771589,"score_gpt":0.2389116922614986,"score_spread":0.2269384144737827,"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."}}