{"id":"W2765788286","doi":"10.1016/j.ipej.2017.10.010","title":"Standardized programming to reduce the burden of inappropriate therapies in implantable cardioverter defibrillators - Single centre follow up results","year":2017,"lang":"en","type":"article","venue":"Indian Pacing and Electrophysiology Journal","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston General Hospital","funders":"","keywords":"Medicine; Implantable cardioverter-defibrillator; Intensive care medicine; Medical emergency; Emergency medicine; Internal medicine","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":[0.003142206,0.0002469914,0.0003331435,0.000346574,0.0001367594,0.000676545,0.0003135752,0.0002374007,0.0006897949],"category_scores_gemma":[0.006352523,0.00009850154,0.0006639166,0.0004096621,0.0001610275,0.0003343793,0.0003919075,0.0003058617,0.000126866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003425579,"about_ca_system_score_gemma":0.000736611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003854666,"about_ca_topic_score_gemma":0.0004403822,"domain_scores_codex":[0.9986745,0.0006187137,0.0001767277,0.0001532067,0.0002577698,0.0001191762],"domain_scores_gemma":[0.9958791,0.001202782,0.00170227,0.0004793777,0.0003715333,0.0003648757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003518879,0.001641057,0.8278127,0.0001476319,0.0004619162,0.0002727992,0.0002869243,0.003045544,0.003649682,0.0001467387,0.0006737283,0.1583424],"study_design_scores_gemma":[0.0004862556,0.009376613,0.9838606,0.00005638994,0.0003194147,0.0005322992,0.0001380946,0.002156499,0.002181702,0.0001299527,0.0007442056,0.00001802729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956273,0.0006080362,0.00258473,0.0001063648,0.00001811616,0.0001381299,0.000148915,0.00003860007,0.0007298199],"genre_scores_gemma":[0.9983062,0.0001487043,0.001174583,0.00004358756,0.00001550946,0.0000518727,0.0001917284,0.000005986894,0.00006190175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003142206,"threshold_uncertainty_score":0.01661777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814938280097528,"score_gpt":0.2796840987767719,"score_spread":0.2615347159757966,"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."}}