{"id":"W3084981742","doi":"10.1161/circep.120.008503","title":"Cost-Effectiveness of an Antibacterial Envelope for Cardiac Implantable Electronic Device Infection Prevention in the US Healthcare System From the WRAP-IT Trial","year":2020,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"ImmunoPrecise (Canada)","funders":"","keywords":"Medicine; Intensive care medicine; Health care; Cost effectiveness; Life expectancy; Randomized controlled trial; Quality of life (healthcare); Envelope (radar); Cardiac resynchronization therapy; Emergency medicine; Ejection fraction; Internal medicine; Heart failure; Risk analysis (engineering); Population; Environmental health; Telecommunications; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01027121,0.001127833,0.00284521,0.0006366813,0.0002249813,0.001436292,0.0008149407,0.001202844,0.003028873],"category_scores_gemma":[0.01341478,0.0003862521,0.007252389,0.0006360921,0.0005625673,0.001391247,0.001052033,0.002290603,0.0002121267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300043,"about_ca_system_score_gemma":0.001120117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116169,"about_ca_topic_score_gemma":0.001113735,"domain_scores_codex":[0.9932572,0.005388289,0.0003657794,0.0004299023,0.0002431646,0.0003157082],"domain_scores_gemma":[0.9926746,0.004744139,0.001440401,0.0003306067,0.0002510531,0.0005591238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8180885,0.003809802,0.02741127,0.004731325,0.02754489,0.0002024711,0.0001083836,0.05699323,0.0008077916,0.002123761,0.003590728,0.05458775],"study_design_scores_gemma":[0.5190704,0.1751047,0.06174008,0.003316144,0.08016428,0.0006106908,0.0002556937,0.1405578,0.002539004,0.01073609,0.005659475,0.0002457087],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776807,0.01216473,0.002412269,0.001443871,0.0002919079,0.0010812,0.002620865,0.00005284774,0.002251536],"genre_scores_gemma":[0.9939959,0.001626981,0.001158318,0.0004040485,0.0001196834,0.0007076878,0.001716916,0.000009820926,0.0002606044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01027121,"threshold_uncertainty_score":0.05431998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05234271102238036,"score_gpt":0.3346688819425842,"score_spread":0.2823261709202038,"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."}}