{"id":"W3137922877","doi":"10.1016/j.healun.2021.01.1107","title":"Outcomes after Cardiovascular Implantable Electronic Device Pulse Generator Replacement in Patients with Durable Left Ventricular Assist Devices","year":2021,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Cardiology; Pulse generator; Internal medicine; Ventricular assist device; Generator (circuit theory); Pulse (music); Electrical engineering; Heart failure; Engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006112421,0.0003609453,0.0007721786,0.0007445116,0.0007701372,0.001703339,0.0006180719,0.001051409,0.002596828],"category_scores_gemma":[0.003082413,0.0002451843,0.001995291,0.001095088,0.0005464882,0.001276062,0.00102321,0.001801088,0.0003104308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007309271,"about_ca_system_score_gemma":0.0005899635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361979,"about_ca_topic_score_gemma":0.00375424,"domain_scores_codex":[0.9992066,0.000121379,0.0001113463,0.0001418986,0.000119728,0.0002991118],"domain_scores_gemma":[0.9977689,0.0004465976,0.0009032018,0.0001395868,0.0002057918,0.0005359373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009833942,0.0001841848,0.9931008,0.00004991433,0.0003516803,0.0005799025,0.0001151885,0.000231165,0.00018201,0.0001379515,0.0004199374,0.003663933],"study_design_scores_gemma":[0.00005452694,0.0007235532,0.9963481,0.00003962087,0.0002135828,0.000873161,0.0006836885,0.0003551434,0.00006655527,0.0002979471,0.0003130778,0.00003108277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969262,0.0009846056,0.0001168145,0.000254269,0.00007293806,0.00001107082,0.0005347544,0.00000354805,0.00109577],"genre_scores_gemma":[0.9980631,0.0003353347,0.00003746707,0.0001154916,0.0001058411,0.00001122698,0.001043815,0.00000237583,0.0002853008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002596828,"threshold_uncertainty_score":0.008687258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004145210526334202,"score_gpt":0.1939645080381512,"score_spread":0.189819297511817,"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."}}