{"id":"W2990202094","doi":"10.1007/s11897-019-00449-8","title":"Current Review of Implantable Cardioverter Defibrillator Use in Patients With Left Ventricular Assist Device","year":2019,"lang":"en","type":"review","venue":"Current Heart Failure Reports","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Implantable cardioverter-defibrillator; Cardiac surgery; Cardiology; Vascular surgery; Internal medicine; Cardiothoracic surgery; Surgery","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":[0.0005626474,0.0009361434,0.005126248,0.0003419941,0.00003319248,0.00006040272,0.0002357329,0.0003181368,0.00005546209],"category_scores_gemma":[0.0001135394,0.000736142,0.0009759021,0.0006692251,0.00002873281,0.0003792024,0.0001308588,0.0008763977,0.0001036815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003843107,"about_ca_system_score_gemma":0.0003875496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008618528,"about_ca_topic_score_gemma":0.00001213617,"domain_scores_codex":[0.9946179,0.0002124594,0.002416661,0.0009471567,0.001094353,0.000711403],"domain_scores_gemma":[0.9968721,0.0001309122,0.0008479993,0.001609841,0.0002416836,0.0002974271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002999659,0.0001539943,0.1319012,0.6854622,0.0004913902,0.00003929657,0.000005226696,0.00003913379,5.228127e-8,0.000007193663,0.05036081,0.1315365],"study_design_scores_gemma":[0.0001354696,0.00002102303,0.0009343575,0.1936954,0.001111707,0.0003868349,3.965478e-7,0.000003042296,9.487768e-7,0.000001094419,0.8030728,0.0006369278],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000306103,0.9944327,0.00003449963,0.000001197349,0.002054808,0.002778476,0.0001624701,0.0001195668,0.0001101229],"genre_scores_gemma":[0.001260635,0.9971249,0.0001035308,0.00001134547,0.0001176999,0.00008296094,0.001111279,0.0001840775,0.000003626386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.752712,"threshold_uncertainty_score":0.999509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041419030692185,"score_gpt":0.2776108477077221,"score_spread":0.2471966574008002,"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."}}