{"id":"W4401282472","doi":"10.1016/j.ccep.2024.06.004","title":"An Approach to Cardiac Implantable Electronic Device Pocket Infections","year":2024,"lang":"en","type":"review","venue":"Cardiac Electrophysiology Clinics","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Intensive care medicine; Complication; Conservative management; Population; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000747606,0.001113172,0.007682612,0.0007225097,0.0003322671,0.00008720555,0.000135083,0.00112242,0.00000549683],"category_scores_gemma":[0.0002312376,0.0009053844,0.003925719,0.001856477,0.0001398274,0.00008530846,0.0002070099,0.002156941,0.001410279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007072517,"about_ca_system_score_gemma":0.001917442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000249231,"about_ca_topic_score_gemma":7.417534e-7,"domain_scores_codex":[0.9942868,0.0008248673,0.001253935,0.001772145,0.0003678091,0.001494453],"domain_scores_gemma":[0.9966784,0.0005603079,0.0003112417,0.001611232,0.0003295038,0.0005092795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003301384,0.0008455883,0.0002574033,0.03171642,0.03325121,0.0000336158,0.0004015445,0.0001015159,0.0003256434,0.004599445,0.2937268,0.6344106],"study_design_scores_gemma":[0.0001542955,0.001218504,0.0000548663,0.001082552,0.01460442,0.000389099,0.00003410064,0.000004251616,0.000004130264,0.0001089267,0.9815426,0.000802248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007597982,0.9678384,0.00005668133,0.00001353029,0.002380482,0.001943172,0.0003992467,0.0006210475,0.02598762],"genre_scores_gemma":[0.0007806412,0.9909031,0.0001578701,0.000396024,0.003523597,0.0007204021,0.001974935,0.0002781711,0.001265265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6878158,"threshold_uncertainty_score":0.9993672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04574712530514647,"score_gpt":0.4074901318293404,"score_spread":0.3617430065241939,"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."}}