{"id":"W4377015053","doi":"10.1016/j.jacep.2023.05.006","title":"Same-Day Discharge for Atrial Fibrillation Ablation","year":2023,"lang":"en","type":"letter","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Atrial fibrillation; Ablation; Cardiology; Internal medicine; Medicine; Environmental 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":[0.0008153489,0.0003595848,0.0005726652,0.0005591465,0.002972736,0.001746454,0.0007743078,0.02219185,0.01144646],"category_scores_gemma":[0.007478904,0.0003128102,0.0009874461,0.0005450727,0.0008255435,0.001509376,0.0006879695,0.01450873,0.006771547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002012706,"about_ca_system_score_gemma":0.002831069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00667083,"about_ca_topic_score_gemma":0.02015354,"domain_scores_codex":[0.9988796,0.0002431639,0.0001727397,0.0001388728,0.0002947057,0.0002708344],"domain_scores_gemma":[0.9971384,0.0009010176,0.0001749123,0.0001063313,0.0004120173,0.001267397],"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":[0.0001926196,0.0002065006,0.009734845,0.00005618144,0.00003653046,0.01644369,0.000206643,0.0001561801,0.0008148603,0.002776564,0.940899,0.02847642],"study_design_scores_gemma":[0.0008850974,0.0007487431,0.0642297,0.001585982,0.0001668194,0.05532731,0.002344822,0.00470952,0.001334432,0.0420166,0.8264013,0.0002496077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.007104315,0.001097153,0.0002533967,0.9523445,0.01543661,0.00004551392,0.0003314325,0.00007678838,0.02331039],"genre_scores_gemma":[0.051031,0.001729674,0.0004342386,0.8720731,0.05799436,0.00008773986,0.0003266066,0.00006109209,0.01626221],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02219185,"threshold_uncertainty_score":0.03829229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1205459128267927,"score_gpt":0.4204472614933641,"score_spread":0.2999013486665714,"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."}}