{"id":"W2945801573","doi":"10.1016/j.hrthm.2019.02.034","title":"2019 HRS/EHRA/APHRS/LAHRS focused update to 2015 expert consensus statement on optimal implantable cardioverter-defibrillator programming and testing","year":2019,"lang":"en","type":"review","venue":"Heart Rhythm","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Implantable cardioverter-defibrillator; Defibrillation; Randomized controlled trial; Expert opinion; Adverse effect; Intensive care medicine; Clinical trial; Medical emergency; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005637052,0.0008057781,0.004713628,0.0003028121,0.0002336513,0.0001428584,0.00002710946,0.0002809778,0.00000898774],"category_scores_gemma":[0.0001682058,0.0006557549,0.0006456857,0.0004375176,0.00007735011,0.0000544916,0.000178173,0.0003518841,0.001231084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003081154,"about_ca_system_score_gemma":0.0003993779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002397214,"about_ca_topic_score_gemma":0.000003149888,"domain_scores_codex":[0.9961919,0.0001755676,0.001020162,0.001062977,0.0006812423,0.0008681241],"domain_scores_gemma":[0.9976262,0.0005678879,0.0002689281,0.0008259072,0.0002455367,0.0004655284],"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":[0.0001122255,0.00002270381,0.00006434497,0.004555198,0.0009255689,0.00003359575,0.0002062004,0.00004141116,0.000002507855,0.000007589037,0.4352675,0.5587612],"study_design_scores_gemma":[0.0007894405,0.0004642549,0.00002583948,0.009963515,0.0007578454,0.01479153,0.00008264574,0.000006899179,0.000005395034,5.66755e-7,0.9724657,0.0006463497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001234898,0.9787217,0.00002048612,0.0001329559,0.000761896,0.002915059,0.0003082211,0.000259992,0.01564484],"genre_scores_gemma":[0.0004128204,0.9861837,0.008325893,0.0005038567,0.001094118,0.0001808511,0.0001570176,0.0002083021,0.002933465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5581148,"threshold_uncertainty_score":0.9995894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09645973502951026,"score_gpt":0.385846579851661,"score_spread":0.2893868448221507,"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."}}