{"id":"W4224861211","doi":"10.14740/cr1337","title":"Ablation Index Outcome in Redo Persistent Atrial Fibrillation Ablation: Results of a Short-Term Study","year":2022,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Ablation; Pulmonary vein; Catheter ablation; Cardiology; Internal medicine; Surgery; Retrospective cohort study; Catheter","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":[0.004976464,0.0001211913,0.0006528636,0.0009084475,0.0002306179,0.00001308425,0.0001353626,0.0001010815,0.00009952735],"category_scores_gemma":[0.0008479286,0.0001179627,0.0003678365,0.001023871,0.0001087088,0.00008461061,0.0003416368,0.000446679,0.00001104286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003621119,"about_ca_system_score_gemma":0.0001196113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007236466,"about_ca_topic_score_gemma":0.00001331712,"domain_scores_codex":[0.9962322,0.001225393,0.0008142355,0.0004276888,0.0009685072,0.0003320286],"domain_scores_gemma":[0.9985393,0.0005593314,0.0001122707,0.000461624,0.0002593517,0.00006815288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003575093,0.000009344889,0.9656531,0.00002629131,0.0002078915,0.0000545309,0.0007682506,0.02725556,0.0001890166,0.00008275535,0.0003214401,0.00185672],"study_design_scores_gemma":[0.00457051,0.001279158,0.9842421,0.000008066731,0.00008139445,0.00002002889,0.00286914,0.002582912,0.000005451702,0.00005654598,0.004187332,0.000097342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912589,0.0002518317,0.00003196183,0.001436052,0.0003771269,0.001988031,0.00001621619,0.00003183953,0.004607996],"genre_scores_gemma":[0.9969961,0.00002313596,0.0000257185,0.000007930696,0.001175789,0.00001324983,0.0001588738,0.0000164183,0.001582774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02467264,"threshold_uncertainty_score":0.481038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2246570845959402,"score_gpt":0.4437077529961326,"score_spread":0.2190506684001923,"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."}}