{"id":"W2167696832","doi":"10.1016/j.hrthm.2014.07.033","title":"Pulmonary vein isolation using “contact force” ablation: The effect on dormant conduction and long-term freedom from recurrent atrial fibrillation—A prospective study","year":2014,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute; University of British Columbia","funders":"","keywords":"Medicine; Pulmonary vein; Atrial fibrillation; Ablation; Catheter ablation; Cardiology; Catheter; Internal medicine; Contact force; Fluoroscopy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005403815,0.0002042744,0.0003519084,0.0001086511,0.0003294276,0.00008572446,0.00002561145,0.00007908946,0.00007212359],"category_scores_gemma":[0.0001619507,0.0001419998,0.0001486685,0.0001718868,0.00003630333,0.0002741805,0.00004435121,0.0001497952,0.00003490395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136341,"about_ca_system_score_gemma":0.00001888308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008373868,"about_ca_topic_score_gemma":0.00001967194,"domain_scores_codex":[0.9984805,0.0002550403,0.0003787103,0.0003590661,0.0003548496,0.0001718353],"domain_scores_gemma":[0.998975,0.0004212911,0.0001772773,0.0002912249,0.00006840027,0.00006682398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001397491,0.000007936255,0.9882495,0.0000268654,0.0001289324,0.000005981587,0.0003082398,0.0008574887,0.0005845499,0.0001611302,0.00003362141,0.008238274],"study_design_scores_gemma":[0.002799252,0.001885228,0.9627221,0.00009322668,0.00029645,0.00008320178,0.00006464361,0.03087844,0.0001394587,0.0001256266,0.0007537478,0.0001586005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940172,0.0002268806,0.00108091,0.0007693976,0.001063378,0.002517693,0.000003710786,0.0000802181,0.0002405922],"genre_scores_gemma":[0.9933801,0.00001107273,0.0001300158,0.00003802996,0.006151657,0.000004654109,0.00006997833,0.00002263112,0.000191838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03002095,"threshold_uncertainty_score":0.5790583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03911707930936448,"score_gpt":0.3238256534332494,"score_spread":0.2847085741238849,"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."}}