{"id":"W4380793837","doi":"10.1161/circ.146.suppl_1.12698","title":"Abstract 12698: Alert-Driven versus Scheduled Remote Monitoring of Implantable Cardiac Defibrillators: An Economic Analysis From the Trust Randomized Trial","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Randomized controlled trial; Confidence interval; Workload; Patient satisfaction; Medical emergency; Emergency medicine; Cost–benefit analysis; Telemedicine; Health care; Surgery; Internal medicine","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":[0.0008116319,0.0001220139,0.0007021218,0.0001878384,0.0002665117,0.00001162817,0.0001062454,0.0001243135,0.00006493759],"category_scores_gemma":[0.000145883,0.0001068155,0.0003130032,0.0002900647,0.00005307397,0.0000985983,0.00003965852,0.0002701616,0.000005881197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913879,"about_ca_system_score_gemma":0.0001368465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003398887,"about_ca_topic_score_gemma":0.00001582318,"domain_scores_codex":[0.9985306,0.0002782491,0.0005123894,0.0002706079,0.0002246774,0.0001835181],"domain_scores_gemma":[0.9985106,0.0005830902,0.0003147631,0.0004823234,0.00004338572,0.00006581404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2261456,0.00003652349,0.7430542,0.00001832953,0.00195021,0.000002479833,0.0007668713,0.01683052,0.00146226,0.00008273863,0.00001146747,0.009638768],"study_design_scores_gemma":[0.3788804,0.0002142174,0.5965688,0.0000434844,0.002763055,0.000002656735,0.001076985,0.01801928,0.001896144,0.0001635602,0.0001533261,0.0002181851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962582,0.0003166229,0.00005965045,0.00007797373,0.00208792,0.000861884,0.0000548214,0.00008212054,0.0002007983],"genre_scores_gemma":[0.9985803,0.00004553978,0.0002986935,0.000005466028,0.0007217696,0.00003237333,0.0002971329,0.00001578174,0.000002909059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1527348,"threshold_uncertainty_score":0.5138122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05112142127525213,"score_gpt":0.3257970813732063,"score_spread":0.2746756600979542,"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."}}