{"id":"W1992048268","doi":"10.1016/s0828-282x(10)70449-9","title":"Mechanical circulatory support with the ABIOMED BVS 5000: The Toronto General Hospital experience","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Cardiogenic shock; Ventricular assist device; Critically ill; Reimbursement; Heart failure; Shock (circulatory); Intensive care medicine; Cardiology; Internal medicine; Surgery; Myocardial infarction; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005159697,0.0001935283,0.0003746201,0.00005032595,0.0001611447,0.00004961598,0.0007933174,0.0001912405,0.0003045012],"category_scores_gemma":[0.00006252035,0.0001088704,0.0001911016,0.00009988626,0.0002999106,0.0001498784,0.00001690382,0.0006616502,0.00001517509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519922,"about_ca_system_score_gemma":0.0005254429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004329141,"about_ca_topic_score_gemma":0.01387856,"domain_scores_codex":[0.9986603,0.00008884742,0.0003545199,0.0001593979,0.000225583,0.0005113372],"domain_scores_gemma":[0.9985588,0.00008106425,0.0001018816,0.0004880883,0.0001398278,0.0006303838],"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":[0.0002435725,0.00004710638,0.2120713,0.0002550851,0.009007227,0.009793112,0.03570868,0.05333933,0.2246769,0.1014519,0.2914534,0.06195237],"study_design_scores_gemma":[0.0006896121,0.0004238724,0.06667442,0.00001320121,0.0001824444,0.003906215,0.002337884,0.0006717281,0.001351437,0.0003785053,0.9227758,0.0005948663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889869,0.0005285738,0.002138066,0.0008229559,0.003648373,0.0001874545,0.0000134989,0.0000280881,0.003646081],"genre_scores_gemma":[0.9980512,0.000005700017,0.0001034424,0.0003257606,0.0014338,0.00001448345,0.000002049673,0.00003415911,0.0000294305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6313224,"threshold_uncertainty_score":0.7744561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007019725732100883,"score_gpt":0.2006030944592245,"score_spread":0.1935833687271236,"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."}}