{"id":"W2091633275","doi":"10.1111/j.1540-8159.2007.00619.x","title":"Usefulness of Transesophageal Echocardiography in the Isolation of Pulmonary Veins in the Treatment of Atrial Fibrillation","year":2007,"lang":"en","type":"article","venue":"Pacing and Clinical Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Isolation (microbiology); Pulmonary vein","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":[0.0007409348,0.0002878947,0.0002117733,0.0004476449,0.00009253216,0.0002738885,0.0001461852,0.0003470161,0.0007689203],"category_scores_gemma":[0.003281139,0.00007375736,0.000148056,0.0001948832,0.0002707746,0.0004011189,0.0002505408,0.0004138055,0.0002109245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006184232,"about_ca_system_score_gemma":0.000135701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001021864,"about_ca_topic_score_gemma":0.0001310237,"domain_scores_codex":[0.9997002,0.0001344805,0.00003991524,0.00004790633,0.00006050548,0.0000169829],"domain_scores_gemma":[0.998104,0.001142754,0.0003935582,0.00008606252,0.00014578,0.0001278039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001819957,0.0001619164,0.6879373,0.0003526515,0.0001374862,0.002509597,0.0001699132,0.0007972486,0.01990015,0.0001043155,0.0004753743,0.285634],"study_design_scores_gemma":[0.0002247312,0.003113308,0.9136348,0.0002602611,0.0004305536,0.05935509,0.0002546259,0.004576098,0.01331708,0.0003827389,0.004415342,0.00003537372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680199,0.02206393,0.006771628,0.0003753941,0.00007496058,0.00003360572,0.00007108899,0.00004946981,0.002540031],"genre_scores_gemma":[0.9910278,0.004752946,0.003767832,0.0001115286,0.0001690351,0.00001257269,0.00005268279,0.000005935327,0.00009975904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007689203,"threshold_uncertainty_score":0.003918469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0583491970328768,"score_gpt":0.3671409700502771,"score_spread":0.3087917730174004,"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."}}