{"id":"W3033783109","doi":"10.1097/crd.0000000000000322","title":"The Total Artificial Heart","year":2020,"lang":"en","type":"article","venue":"Cardiology in Review","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Artificial heart; Ventricular assist device; Heart failure; Bridge to transplantation; Heart transplantation; Clinical trial; Dialysis; Transplantation; Intensive care medicine; Surgery; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003034908,0.00007958794,0.0003392776,0.000006210208,0.00002395158,0.000005593015,0.0001196526,0.00005277151,0.00005200789],"category_scores_gemma":[0.0001616853,0.00005676562,0.000107342,0.0001299567,0.0000279579,0.00002173675,0.00002227246,0.0001857468,0.0004120691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001330045,"about_ca_system_score_gemma":0.000009190086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.318243e-7,"about_ca_topic_score_gemma":4.541732e-7,"domain_scores_codex":[0.999298,0.0001005588,0.0002550977,0.000118977,0.00005581102,0.0001715663],"domain_scores_gemma":[0.9996516,0.00008758256,0.00001222451,0.0001752059,0.00000984535,0.00006351811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004503085,0.00002760577,0.03465956,0.02091584,0.001071803,0.001544544,0.0003719564,0.03828137,0.01303992,0.04507704,0.5888113,0.256154],"study_design_scores_gemma":[0.00009173826,0.00003582125,0.006591569,0.0003441578,0.00006016791,0.0001603374,0.00002077643,0.003214323,0.000147198,0.0004368885,0.9886261,0.0002709823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05386654,0.9199458,0.0009398483,0.0125474,0.001583295,0.001045232,0.000009475257,0.0004446599,0.009617716],"genre_scores_gemma":[0.9888238,0.00829741,0.00002859041,0.002491892,0.0002770388,0.00005725529,0.000003850282,0.00001554251,0.000004671083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9349572,"threshold_uncertainty_score":0.5296452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910382233543926,"score_gpt":0.2639513594948148,"score_spread":0.2248475371593756,"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."}}