{"id":"W4408007923","doi":"10.14740/cr2034","title":"Long-Term Outcomes and Predictors of Recurrence in Atrial Arrhythmia Ablations Post-Fontan Procedure: A Retrospective Analysis","year":2025,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Retrospective cohort study; Fontan procedure; Term (time); Heart disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008479313,0.000132117,0.001016251,0.001098674,0.00009258949,0.0000106559,0.0000656821,0.0001824902,0.00001462536],"category_scores_gemma":[0.001395806,0.0001064814,0.0003753387,0.001749303,0.0003998368,0.00004908446,0.0001285552,0.0004237495,0.000003065415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002548085,"about_ca_system_score_gemma":0.0003682418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001196245,"about_ca_topic_score_gemma":0.0002483552,"domain_scores_codex":[0.998288,0.000294979,0.0003234769,0.0004469345,0.0003022732,0.0003443589],"domain_scores_gemma":[0.9985383,0.0004161365,0.00004981744,0.0003989401,0.0004998046,0.00009698266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004221005,0.00002043176,0.9942991,0.00005627891,0.003227341,0.0002597285,0.0002137879,0.00001943186,0.00005454069,0.0002541856,0.00008103302,0.001092063],"study_design_scores_gemma":[0.001824921,0.0002607549,0.9965543,0.00006500637,0.0008271766,0.00004826895,0.0001003201,0.00002302529,0.00004164433,0.0001680604,0.00002556671,0.00006099275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939563,0.001570931,0.0000370843,0.0008482452,0.0001707581,0.0007925159,0.00009331643,0.00001605639,0.002514829],"genre_scores_gemma":[0.9987881,0.0003718853,0.00003360067,0.00001339179,0.0001774398,0.00006950016,0.00007876562,0.000007499054,0.0004598816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004831772,"threshold_uncertainty_score":0.4342184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03238203571007811,"score_gpt":0.3891529043560099,"score_spread":0.3567708686459318,"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."}}