{"id":"W2009626944","doi":"10.1016/j.hrthm.2006.02.011","title":"Multicenter experience with failed and recalled implantable cardioverter-defibrillator pulse generators","year":2006,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"St. Jude Medical; Biotronik; Minneapolis Heart Institute Foundation; Medtronic","keywords":"Medicine; Implantable cardioverter-defibrillator; Cardiac resynchronization therapy; Implant; Cardiology; Heart failure; Internal medicine; Surgery; Ejection fraction","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":[0.00006636441,0.0001699552,0.0005902554,0.00006223123,0.0001492687,0.00004157774,0.000005097845,0.00005677687,0.000006353286],"category_scores_gemma":[0.00001644414,0.0001264694,0.0000878448,0.000130137,0.00008255313,0.00008623048,0.00003102569,0.00006673337,0.00003530149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003568478,"about_ca_system_score_gemma":0.00002892264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002971346,"about_ca_topic_score_gemma":0.00003162057,"domain_scores_codex":[0.9989374,0.00002831135,0.0002006986,0.0003158312,0.0002426404,0.0002751286],"domain_scores_gemma":[0.9994689,0.00004434001,0.0000366209,0.0002463392,0.00008879617,0.0001149936],"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":[0.0009480403,0.00005646876,0.8691369,0.0001415346,0.0003616231,0.00003819042,0.001531751,0.0001484094,0.00888856,0.000127223,0.1174475,0.001173739],"study_design_scores_gemma":[0.004115283,0.0002430536,0.2926337,0.0001812311,0.000148487,0.01462638,0.0006574917,0.0001063568,0.01214875,0.000009886126,0.6746376,0.0004918338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273983,0.001239737,0.0001024223,0.00005283739,0.0001342112,0.0002361541,0.00001104158,0.00009938781,0.07072588],"genre_scores_gemma":[0.9972789,0.00006966843,0.001229558,0.0002471703,0.0004016967,0.00002155509,0.000009060169,0.00002330308,0.0007190393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5765032,"threshold_uncertainty_score":0.5157273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040911371703367,"score_gpt":0.2503067917507492,"score_spread":0.2398976780337155,"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."}}