{"id":"W2024033658","doi":"10.1016/j.hrthm.2005.02.104","title":"The multicenter registry’s experience with 4,059 ICD and pacemaker pulse generator and lead failures","year":2005,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Lead (geology); Cardiology; Pulse (music); Pulse generator; Medical emergency; Internal medicine; Emergency medicine; Telecommunications","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":[0.008403822,0.0003739387,0.0005940531,0.0007807959,0.0008512792,0.001404346,0.0006277906,0.0005408647,0.001792685],"category_scores_gemma":[0.01039857,0.0003120185,0.0006729054,0.001567032,0.0004110332,0.001646394,0.0009222711,0.0006787682,0.0004305696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000485616,"about_ca_system_score_gemma":0.0009617813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862648,"about_ca_topic_score_gemma":0.002557333,"domain_scores_codex":[0.9944847,0.00356337,0.0005191907,0.0006886265,0.0003947572,0.0003493695],"domain_scores_gemma":[0.9910043,0.002970316,0.002761605,0.001656728,0.0008851106,0.0007219503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009743052,0.0001597526,0.9875621,0.00002271347,0.0001391939,0.0006629149,0.0004024772,0.0001170652,0.0007277156,0.0002849514,0.001471079,0.007475642],"study_design_scores_gemma":[0.0003360837,0.001360472,0.9842979,0.00005445127,0.0004114667,0.00545532,0.001434843,0.0005892439,0.001440189,0.0002518058,0.004338995,0.00002916591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948812,0.0009657575,0.0005922191,0.0004306939,0.00002468221,0.00002248524,0.0009721628,0.00001843951,0.00209228],"genre_scores_gemma":[0.9972243,0.0003103722,0.0005790889,0.0002961456,0.00006675727,0.00003298195,0.001243551,0.0000165582,0.000230145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008403822,"threshold_uncertainty_score":0.0444442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525300724466413,"score_gpt":0.2827577623216829,"score_spread":0.2675047550770188,"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."}}