{"id":"W1997959738","doi":"10.1016/j.ccep.2014.02.003","title":"The Canadian Experience with Device and Lead Advisories","year":2014,"lang":"en","type":"article","venue":"Cardiac Electrophysiology Clinics","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Cardiac resynchronization therapy; Implantable cardioverter-defibrillator; Secondary prevention; Intensive care medicine; Lead (geology); Medical emergency; Heart failure; Population; Cardiology; Emergency medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002048785,0.0001363881,0.0004471815,0.00003836496,0.0006468106,0.00002681135,0.00002229936,0.00009472588,6.199011e-7],"category_scores_gemma":[0.0003046725,0.00008371253,0.00009626571,0.0001500183,0.0004991666,0.00002777236,0.00002333649,0.0002045614,0.00001950107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000551273,"about_ca_system_score_gemma":0.0002131124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140599,"about_ca_topic_score_gemma":0.003743447,"domain_scores_codex":[0.9989891,0.000106973,0.0001713291,0.0002619399,0.000112714,0.0003579233],"domain_scores_gemma":[0.9987527,0.0005317595,0.00005891047,0.0003213168,0.000188276,0.0001470082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00237917,0.00004459661,0.7961938,0.0001409675,0.00235215,0.0000303211,0.005933777,0.0001006555,0.01443473,0.02218673,0.02034967,0.1358534],"study_design_scores_gemma":[0.0007325158,0.001283685,0.3546032,0.00002957944,0.0002188078,0.0001291738,0.0005854609,0.0001002772,0.0006705073,0.000494417,0.6408517,0.0003006615],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779603,0.002474969,0.00003527825,0.0005778756,0.000259809,0.0001519641,0.000002806045,0.00004488587,0.01849211],"genre_scores_gemma":[0.9969543,0.001132569,0.0001193153,0.0009663263,0.0003226019,0.00002504696,0.000006735368,0.00001525867,0.0004578549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6205021,"threshold_uncertainty_score":0.497481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294147678456754,"score_gpt":0.2916543187762999,"score_spread":0.2787128419917324,"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."}}