{"id":"W2968004994","doi":"10.1002/ejhf.1568","title":"Cardiac Implantable Electronic Devices with a Defibrillator Component and All-Cause Mortality in Left Ventricular Assist Device Carriers: Results from the PCHF-VAD Registry","year":2019,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Relypsa; Tufts University School of Medicine; Servier; Universität Zürich; HeartWare; Sveučilište u Zagrebu; Alnylam Pharmaceuticals; Università degli Studi di Brescia; Pfizer; Vifor Pharma; Teva Pharmaceutical Industries; Sanofi; Bristol-Myers Squibb; AstraZeneca; Amgen","keywords":"Medicine; Interquartile range; Implantable cardioverter-defibrillator; Hazard ratio; Cardiology; Cardiac resynchronization therapy; Internal medicine; Ventricular assist device; Defibrillation; Confidence interval; Heart failure; Implant; Ejection fraction; 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":[],"consensus_categories":[],"category_scores_codex":[0.001277448,0.0002533678,0.0005202554,0.00006054047,0.0000595614,0.0001266603,0.0002831958,0.00005365099,0.00002857327],"category_scores_gemma":[0.00003920526,0.0001747162,0.0001153744,0.0001511969,0.00003459023,0.000267948,0.00005752621,0.0006324975,0.00004556288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001062179,"about_ca_system_score_gemma":0.00007967096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008327293,"about_ca_topic_score_gemma":0.000285601,"domain_scores_codex":[0.9977677,0.0004442378,0.0006590577,0.0002701268,0.0004286307,0.0004302229],"domain_scores_gemma":[0.9988189,0.0001865194,0.000237877,0.0004773572,0.00006893375,0.0002104475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001855065,0.00002664335,0.9764881,0.0001221519,0.001867787,0.000529645,0.000488686,0.00372606,0.004272092,0.00004733986,0.01217207,0.00007397902],"study_design_scores_gemma":[0.001890737,0.0002097928,0.5020819,0.0005441691,0.0004983624,0.001111322,0.00102806,0.0004082182,0.001209392,0.00001670543,0.490519,0.000482353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948464,0.003824931,0.00002627853,0.000448782,0.0001751986,0.0002114428,0.00006693838,0.00003723566,0.0003628049],"genre_scores_gemma":[0.9992113,0.00004607557,0.000361959,0.0001502932,0.0001507583,5.934684e-7,0.00002088187,0.00005133375,0.000006803864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4783469,"threshold_uncertainty_score":0.712472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133065418953277,"score_gpt":0.2168777704845327,"score_spread":0.203571228589205,"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."}}