{"id":"W4309764777","doi":"10.1007/s12055-022-01435-x","title":"Left ventricular assist device inflow obstruction","year":2022,"lang":"en","type":"article","venue":"Indian Journal of Thoracic and Cardiovascular Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Inflow; Medicine; Ventricle; Cardiology; Ventricular assist device; Internal medicine; Cannula; Complication; Surgery; Heart failure; Geology","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":[0.002226034,0.0001644632,0.0005832659,0.0003246308,0.000181398,0.00005407693,0.0001635209,0.00006991142,0.0002067848],"category_scores_gemma":[0.00007266876,0.0001676281,0.0009665628,0.0003017737,0.00002569056,0.0002615239,0.00005106832,0.0004860986,0.000005551033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009691665,"about_ca_system_score_gemma":0.0000689396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002592312,"about_ca_topic_score_gemma":5.103188e-7,"domain_scores_codex":[0.9980558,0.0002776245,0.0005297171,0.0001525024,0.0007343527,0.0002500069],"domain_scores_gemma":[0.9991853,0.0001048615,0.0001368949,0.0002852285,0.00007577075,0.000211962],"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":[0.00006283304,0.00005862959,0.1767574,0.0008115251,0.006899971,0.01683076,0.0005424288,0.1006869,0.0001709576,0.00003040494,0.001798352,0.6953499],"study_design_scores_gemma":[0.001210911,0.0002332694,0.1680332,0.0006054518,0.00416766,0.136899,0.008290996,0.003251229,0.010325,0.001629797,0.6623261,0.003027426],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547091,0.04107234,0.002274991,0.00002271691,0.001683395,0.00007310614,0.000008807822,0.00004826523,0.0001072563],"genre_scores_gemma":[0.9993773,0.0001104576,0.0001514958,0.0000443139,0.0002648466,0.000004661492,0.000005502056,0.00003473348,0.000006691736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6923224,"threshold_uncertainty_score":0.6835677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314983734204849,"score_gpt":0.2182593223101744,"score_spread":0.2051094849681259,"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."}}