{"id":"W4306319577","doi":"10.1093/eurheartj/ehac544.1851","title":"Catheter ablation for atrial fibrillation in adult congenital heart disease: an international registry study","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Atrial fibrillation; Catheter ablation; Tetralogy of Fallot; Ablation; Heart disease; Ejection fraction; Great arteries; Atrial flutter; Heart failure","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":[0.001437137,0.0002561466,0.0004334893,0.001278605,0.0003402747,0.0007831779,0.0005200003,0.0003994005,0.001185438],"category_scores_gemma":[0.002750597,0.0002628937,0.0004406506,0.002809489,0.0003039594,0.000751117,0.0005607671,0.0005228845,0.0002136389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071471,"about_ca_system_score_gemma":0.0004686599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002704656,"about_ca_topic_score_gemma":0.003032074,"domain_scores_codex":[0.9987575,0.0003111584,0.0002296275,0.0003594767,0.0002111047,0.000131151],"domain_scores_gemma":[0.9960892,0.0004942007,0.002346706,0.0003464463,0.0002970564,0.0004263097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003138846,0.0000139104,0.9993173,0.000007719293,0.00002506937,0.00005004896,0.00003713627,0.00001219031,0.00005150597,0.00001289613,0.00005616979,0.0003846046],"study_design_scores_gemma":[0.000009908897,0.00005369911,0.9990746,0.00001019479,0.00003285536,0.0003834662,0.0001570473,0.000097774,0.00002506431,0.00001463854,0.0001376892,0.000002924852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997816,0.0003739036,0.0001481643,0.00004245002,0.000006306215,0.00002039064,0.001052055,0.000003553432,0.0005372263],"genre_scores_gemma":[0.9984134,0.0002537874,0.0001048537,0.00002904268,0.00001757102,0.00002701835,0.001102915,0.000002343989,0.00004891444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002704656,"threshold_uncertainty_score":0.007600427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03362759503651187,"score_gpt":0.3279109244573802,"score_spread":0.2942833294208684,"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."}}