{"id":"W2161971678","doi":"10.1510/icvts.2006.128322","title":"Right ventricular failure after left ventricular assist device insertion: preoperative risk factors","year":2006,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiopulmonary bypass; Ventricular assist device; Right ventricular failure; Complication; Cardiology; Internal medicine; Heart failure; Hemodynamics; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003064394,0.0002715489,0.0003687812,0.0004850645,0.0004403199,0.0004096231,0.0001576257,0.0004216316,0.002084527],"category_scores_gemma":[0.002293155,0.0001566558,0.0002303674,0.0003025185,0.0004850451,0.0004265275,0.0003014662,0.0007134169,0.0001865503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566343,"about_ca_system_score_gemma":0.0003616051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008867836,"about_ca_topic_score_gemma":0.001250446,"domain_scores_codex":[0.9997092,0.00006512542,0.00002766793,0.00003403324,0.00006206358,0.0001019448],"domain_scores_gemma":[0.9980029,0.0008034767,0.0004465595,0.00008696893,0.0001067692,0.0005532593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001641577,0.00005824614,0.9964499,0.000007474392,0.00001343962,0.001112124,0.0000704093,0.00005698163,0.000437418,0.00002440017,0.00005538837,0.001549983],"study_design_scores_gemma":[0.00001168425,0.0003263106,0.9925015,0.00001189098,0.00002024844,0.006067045,0.0002349269,0.0003201442,0.0002636483,0.00007593931,0.0001570644,0.000009527435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991042,0.0002616975,0.0001278417,0.00006777117,0.000007421655,0.000004762968,0.00001981376,0.000002707622,0.0004037866],"genre_scores_gemma":[0.9997293,0.00006828309,0.00004285666,0.00001886408,0.00002358365,0.000003148127,0.00003053675,8.95783e-7,0.00008248037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002084527,"threshold_uncertainty_score":0.006973445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008903840506367965,"score_gpt":0.217445603873522,"score_spread":0.208541763367154,"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."}}