{"id":"W1537081057","doi":"10.1111/jce.12583","title":"Early Failure of the Biotronik Linox Implantable Cardioverter Defibrillator Lead","year":2014,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Royal Columbian Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Implantable cardioverter-defibrillator; Heart failure; Cardiology; Internal medicine; Lead (geology); Population; Perforation","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":[],"consensus_categories":[],"category_scores_codex":[0.0004432366,0.0001951761,0.001912725,0.0001398671,0.00009348998,0.00001055078,0.00007078944,0.0001491715,0.000001110807],"category_scores_gemma":[0.0001816046,0.0001195746,0.00318259,0.0002816176,0.0001500625,0.0000632009,0.00006311956,0.000330163,0.00001121453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007453106,"about_ca_system_score_gemma":0.0001558288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000363101,"about_ca_topic_score_gemma":8.570663e-7,"domain_scores_codex":[0.9980698,0.0003087392,0.0005220594,0.0001915717,0.0005731333,0.0003346585],"domain_scores_gemma":[0.9983422,0.0001128926,0.0003320171,0.0006103496,0.0005205854,0.0000819234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001864968,0.00009286297,0.01164818,0.0003603193,0.04625502,0.00001055837,0.0004608068,0.009446516,0.8421866,0.0007506622,0.07023706,0.01668644],"study_design_scores_gemma":[0.00398338,0.00216523,0.09063039,0.0001936114,0.004735187,0.01215857,0.00008134915,0.00002475313,0.06774957,0.0004178084,0.8175046,0.0003555692],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663749,0.01157529,0.001468383,0.00006726339,0.0005541698,0.0001510673,0.000004639012,0.00001471734,0.01978957],"genre_scores_gemma":[0.9977325,0.0006443547,0.0002659855,0.0001106078,0.001141906,0.000001371917,0.000001025977,0.00002474002,0.00007757759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.774437,"threshold_uncertainty_score":0.4876111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005524179332496069,"score_gpt":0.2086899597615688,"score_spread":0.2031657804290727,"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."}}