{"id":"W3135298637","doi":"10.1111/jce.14989","title":"High‐power, short‐duration atrial fibrillation ablation compared with a conventional approach: Outcomes and reconnection patterns","year":2021,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Atrial fibrillation; Ablation; Hazard ratio; Confidence interval; Cardiology; Internal medicine; Pulmonary vein; Complication; Catheter ablation; Nuclear 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262487,0.0001602121,0.0003694627,0.0001840931,0.00007628769,0.0003371943,0.0001838149,0.0002750315,0.00111422],"category_scores_gemma":[0.002522742,0.00007030836,0.0004674884,0.0001629894,0.0002835861,0.0003767814,0.0002354746,0.0002990966,0.00009962823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001561059,"about_ca_system_score_gemma":0.0001392566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007570792,"about_ca_topic_score_gemma":0.000167091,"domain_scores_codex":[0.9994769,0.0001838098,0.00005853617,0.0001147079,0.0001275081,0.00003865811],"domain_scores_gemma":[0.9979494,0.001160975,0.0005016628,0.0001503208,0.0000698517,0.000167799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1524683,0.002493857,0.5518811,0.0007251772,0.002849478,0.0003438205,0.0003046237,0.002819305,0.01452828,0.0003235391,0.0003892643,0.2708733],"study_design_scores_gemma":[0.008547422,0.1167518,0.8592276,0.0001034345,0.001421469,0.001977136,0.000225204,0.006819797,0.003529867,0.0006087436,0.0007466518,0.00004076135],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990833,0.0004007475,0.0002694413,0.00001620538,0.000008595537,0.000009606727,0.00001190734,0.000002160653,0.0001980393],"genre_scores_gemma":[0.999611,0.0001157428,0.0001561454,0.00001431033,0.0000222249,0.00001342918,0.00002379486,7.188954e-7,0.00004261862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001262487,"threshold_uncertainty_score":0.006676733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706584678196708,"score_gpt":0.2685823836478695,"score_spread":0.2415165368659024,"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."}}