{"id":"W3165144195","doi":"10.1093/europace/euab116.138","title":"Atrial fibrillation substrate mapping with decrement evoked potential mapping","year":2021,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Atrial fibrillation; Ablation; Cardiology; Pulmonary vein; Internal medicine; Catheter ablation; Population; Refractory period; Atrial tachycardia; Effective refractory period; P wave","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001052296,0.000148302,0.0002411609,0.00005715234,0.0001126758,0.0000432819,0.00001945762,0.00003879586,0.0001860633],"category_scores_gemma":[0.00003316177,0.0001122953,0.0001850939,0.0001854771,0.00002207329,0.00006359961,0.00003875399,0.00009220436,0.0001210814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007831855,"about_ca_system_score_gemma":0.0001070494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002224131,"about_ca_topic_score_gemma":0.000006548355,"domain_scores_codex":[0.9988794,0.00006499545,0.0001834249,0.0003015838,0.0003132121,0.0002573719],"domain_scores_gemma":[0.9994164,0.00002003814,0.00005598731,0.0002506602,0.0001331756,0.0001237354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005333929,0.0003536507,0.4210796,0.001023779,0.007537064,0.06170309,0.007231339,0.01388708,0.3918803,0.0007581845,0.003793712,0.08541827],"study_design_scores_gemma":[0.02291012,0.0007657064,0.7339473,0.0008261974,0.001343121,0.005258525,0.001761675,0.002723778,0.06334091,0.0001295673,0.1660131,0.0009800672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880816,0.0008848023,0.002292445,0.001193077,0.0003763053,0.0002754972,0.000005885301,0.00007448049,0.006815962],"genre_scores_gemma":[0.9941342,0.0001247353,0.001887482,0.00006930127,0.001111322,0.000001925435,0.0001222352,0.00002980494,0.002518964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3285394,"threshold_uncertainty_score":0.4579268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904604296382161,"score_gpt":0.2465835817651565,"score_spread":0.2275375388013348,"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."}}