{"id":"W2332295614","doi":"10.1056/jc200606010000003","title":"ICD Replacement Is Not Benign","year":2006,"lang":"en","type":"article","venue":"Journal watch","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Complication; Implantable cardioverter-defibrillator; Implant; Emergency medicine; Medical emergency; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002388943,0.00008148213,0.000251604,0.00004537993,0.0001681206,0.00003451708,0.000008871971,0.00003680525,0.0001037282],"category_scores_gemma":[0.00003314966,0.00006015582,0.0001750404,0.00008902626,0.00001749582,0.00003759956,0.00001779704,0.0001474718,0.0001319876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000990241,"about_ca_system_score_gemma":0.00003277278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003774036,"about_ca_topic_score_gemma":0.000002044128,"domain_scores_codex":[0.9991053,0.00001712101,0.0002540578,0.000106985,0.0003563466,0.0001601647],"domain_scores_gemma":[0.9995268,0.00003354123,0.00008463299,0.000135667,0.0001433741,0.00007600566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001754023,0.00002888801,0.04463476,0.00001097601,0.00009742812,0.00003455738,0.0003267695,0.00003224174,0.002142543,0.00005812041,0.9515671,0.0008911928],"study_design_scores_gemma":[0.001349275,0.0001495212,0.05155399,0.00005678276,0.0001111644,0.003011637,0.0002001115,0.00002059508,0.004508654,0.0003507406,0.9385821,0.0001054361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7860642,0.0006456936,0.0004060202,0.03043227,0.0005037786,0.00009150166,0.000005125112,0.00004436235,0.181807],"genre_scores_gemma":[0.959056,0.0003005771,0.0006920237,0.001177322,0.001370441,0.000001256281,0.000002161726,0.0000107496,0.03738946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1729918,"threshold_uncertainty_score":0.2453083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189238513406853,"score_gpt":0.2964172833230518,"score_spread":0.2774934319823665,"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."}}