{"id":"W3023607876","doi":"10.1016/j.jacep.2020.03.003","title":"Frequency Content of Unipolar Electrograms May Predict Deep Intramural Excitable Substrate","year":2020,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Cardiology; Ablation; Catheter ablation; Interquartile range; Ventricular tachycardia; Internal medicine","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":[0.0001989295,0.0003097721,0.001333117,0.00004958573,0.00006164751,0.00001011962,0.0001624784,0.0003432254,0.0002048019],"category_scores_gemma":[0.0004629627,0.0002414095,0.000689665,0.0003530092,0.0003259165,0.00007560361,0.00006263934,0.00074496,0.0000942579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006627377,"about_ca_system_score_gemma":0.0002460878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001863578,"about_ca_topic_score_gemma":0.00001373589,"domain_scores_codex":[0.9970611,0.0002619479,0.001073069,0.0006376503,0.0002332779,0.0007329099],"domain_scores_gemma":[0.9982752,0.0003016666,0.0003066548,0.0004279992,0.0002217786,0.0004667059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007269394,0.002045999,0.305205,0.000230736,0.003754347,0.0008135493,0.0001604533,0.00002402371,0.6167123,0.008436103,0.001056669,0.05429145],"study_design_scores_gemma":[0.01017517,0.02752528,0.9314823,0.00006026731,0.001095271,0.0001730099,0.00007532289,0.0009534949,0.02315105,0.002357449,0.002421457,0.0005299714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949545,0.001349922,0.0002376507,0.001696162,0.0002311004,0.0005932722,0.0000222102,0.0001163555,0.0007988059],"genre_scores_gemma":[0.9948105,0.001039216,0.000999511,0.001986004,0.0008073152,0.00003930988,0.0001882537,0.00004361817,0.00008628945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6262772,"threshold_uncertainty_score":0.9844392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07384164879758989,"score_gpt":0.33324050757504,"score_spread":0.2593988587774501,"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."}}