{"id":"W4207069802","doi":"10.1093/europace/euac009","title":"Administrative data confirm safety of same-day discharge following catheter ablation of atrial fibrillation: all good or is there a fly in the ointment?","year":2022,"lang":"en","type":"letter","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute; University of British Columbia","funders":"","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Guideline; Ablation; Catheter; Cardiology; Protocol (science); Resource use; Intensive care medicine; Internal medicine; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009731108,0.0003363081,0.00104548,0.001043813,0.001770584,0.002400125,0.001387491,0.01770647,0.008426895],"category_scores_gemma":[0.08730012,0.0003553432,0.001038711,0.001263222,0.001344849,0.001567341,0.0007460386,0.01276714,0.007230946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001848228,"about_ca_system_score_gemma":0.002893135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006535112,"about_ca_topic_score_gemma":0.006780074,"domain_scores_codex":[0.9914375,0.002687515,0.001924434,0.00071683,0.002641165,0.0005925994],"domain_scores_gemma":[0.9041476,0.06258963,0.006768175,0.002312696,0.02086409,0.00331778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001080215,0.00004256358,0.005080729,0.0001247868,0.00003935505,0.0009578109,0.0001030595,0.000028021,0.00008871995,0.0007081659,0.9781335,0.01458525],"study_design_scores_gemma":[0.0005707319,0.0003014446,0.03426175,0.002414693,0.0002529072,0.004938786,0.0008035847,0.001274953,0.0007033726,0.006471629,0.9478685,0.0001376978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002178653,0.002066225,0.0002603238,0.9460304,0.03986238,0.00002779871,0.000817489,0.00005009516,0.00870665],"genre_scores_gemma":[0.01982656,0.004088029,0.0004150964,0.8781599,0.09076685,0.00005117929,0.0006318262,0.00007148804,0.005989114],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01770647,"threshold_uncertainty_score":0.05146366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461662046951428,"score_gpt":0.3748269312774694,"score_spread":0.2286607265823266,"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."}}