{"id":"W3217473637","doi":"10.1161/circ.144.suppl_1.10366","title":"Abstract 10366: Comparative Evaluations of Six Risk Scores Proposed for Baseline Prediction of Atrial Fibrillation Recurrence Post Catheter Ablation","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; University of British Columbia","funders":"","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Internal medicine; Baseline (sea); Cardiology; Law","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":[0.03215139,0.002551969,0.002211643,0.003175285,0.0003753885,0.002654459,0.001550229,0.001749551,0.001361238],"category_scores_gemma":[0.03910751,0.0004513054,0.003705466,0.001533675,0.0006506494,0.001599968,0.001261249,0.001694191,0.0005741748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001555205,"about_ca_system_score_gemma":0.001499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005881314,"about_ca_topic_score_gemma":0.003174911,"domain_scores_codex":[0.99099,0.005749599,0.0007962588,0.001121179,0.0009695966,0.0003732419],"domain_scores_gemma":[0.9518168,0.03985974,0.002800669,0.001364258,0.003228738,0.000929801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02202502,0.002806231,0.5234187,0.001597176,0.01173448,0.000247795,0.0003599372,0.255665,0.001293763,0.001291599,0.01073897,0.1688212],"study_design_scores_gemma":[0.0009913676,0.008554698,0.1199438,0.0003645847,0.002328412,0.0003402186,0.0002424458,0.8620652,0.001431831,0.002007281,0.001548068,0.0001822207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606558,0.006091339,0.02103915,0.00185444,0.0003859816,0.000386659,0.006214241,0.0008283301,0.002544212],"genre_scores_gemma":[0.9851923,0.0007122022,0.008325713,0.0001955652,0.0001124404,0.0001559734,0.004853845,0.00006661885,0.0003853256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03215139,"threshold_uncertainty_score":0.1700348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117899285750548,"score_gpt":0.3765399099066411,"score_spread":0.2647499813315863,"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."}}