{"id":"W4388273678","doi":"10.1016/j.jcjd.2023.10.064","title":"CATHETER ABLATION IS ASSOCIATED WITH SIGNIFICANT IMPROVEMENTS IN QUALITY OF LIFE AND REDUCTIONS IN HEALTHCARE RESOURCE USE THAT MAY JUSTIFY HIGHER COSTS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Catheter; Resource (disambiguation); Intensive care medicine; Health care; Quality (philosophy); Catheter ablation; Ablation; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003051863,0.0002884727,0.0005639661,0.0009138955,0.0004572111,0.002104455,0.0003052444,0.001611585,0.007766219],"category_scores_gemma":[0.02300799,0.0001379378,0.001219574,0.001556678,0.0006211323,0.0007382052,0.0009002266,0.002083936,0.0008904774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003268361,"about_ca_system_score_gemma":0.003574014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231673,"about_ca_topic_score_gemma":0.01452701,"domain_scores_codex":[0.9966928,0.001458591,0.0002533295,0.0001839545,0.001113352,0.0002980581],"domain_scores_gemma":[0.978435,0.01192775,0.005440345,0.0004989548,0.002351466,0.001346491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002601978,0.001274939,0.1740166,0.00383392,0.003462557,0.0007674107,0.0001352335,0.01087079,0.003739685,0.0500529,0.07070561,0.6785384],"study_design_scores_gemma":[0.0005965426,0.001943884,0.7714496,0.002882629,0.001958393,0.003766272,0.000462234,0.01102068,0.002163899,0.05954564,0.1439694,0.0002408099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3502745,0.2809032,0.0363731,0.1834889,0.006530584,0.0002100325,0.00667369,0.0003528062,0.1351932],"genre_scores_gemma":[0.9297515,0.04454657,0.006425687,0.007092615,0.00374859,0.0000873094,0.002479641,0.00006552787,0.00580267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01231673,"threshold_uncertainty_score":0.02598059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3099407567467686,"score_gpt":0.3782626653565722,"score_spread":0.06832190860980364,"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."}}