{"id":"W2915735208","doi":"10.1097/mat.0000000000000956","title":"Combined Left Ventricular Assist Device and Coronary Artery Bypass Grafting Surgery: Should We Bypass the Bypass?","year":2019,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Medtronic (Canada)","funders":"","keywords":"Medicine; Concomitant; Perioperative; Cardiology; Cardiopulmonary bypass; Artery; Bypass grafting; Internal medicine; Ischemic cardiomyopathy; Ventricular assist device; Heart failure; Cardiac surgery; Surgery; Ejection fraction","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"],"consensus_categories":[],"category_scores_codex":[0.00125201,0.0003636634,0.0005429621,0.0001546708,0.0003010321,0.0003148914,0.0004065411,0.0001991861,0.0007019222],"category_scores_gemma":[0.00006477472,0.0002758768,0.0002422268,0.0002466125,0.00004919348,0.0004552082,0.00009575381,0.001032559,0.0002264889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233105,"about_ca_system_score_gemma":0.00006978876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005253165,"about_ca_topic_score_gemma":0.00001425076,"domain_scores_codex":[0.9974796,0.0001919416,0.0007150028,0.0003095704,0.0006434668,0.0006603739],"domain_scores_gemma":[0.9982713,0.0006403427,0.0002168337,0.0004379081,0.00009416685,0.0003394909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005297172,0.0000953632,0.9668686,0.0002342015,0.001170699,0.001388409,0.0002642964,0.001339966,0.002831843,0.0004339148,0.01459235,0.01072734],"study_design_scores_gemma":[0.003593804,0.0002740474,0.7480896,0.0008192413,0.0007536674,0.01313134,0.001208827,0.04100767,0.002647128,0.002282915,0.1838546,0.00233726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908688,0.003523303,0.0008932083,0.001585499,0.001846307,0.0002345579,0.000009536926,0.0001960967,0.0008426996],"genre_scores_gemma":[0.9987183,0.0001031534,0.00009707188,0.0005317176,0.0003000317,0.0000074272,0.00001278611,0.0000813141,0.0001482429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2187791,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276702449553154,"score_gpt":0.2225630985456427,"score_spread":0.1997960740501112,"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."}}