{"id":"W4361007994","doi":"10.1002/clc.24009","title":"Characterization of temporal electrical activity patterns for detection of critical isthmus regions of recurrent atypical atrial flutter","year":2023,"lang":"en","type":"article","venue":"Clinical Cardiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Maxima and minima; Atrial flutter; Ablation; Atrial tachycardia; Tachycardia; Cardiology; Internal medicine; Flutter; Catheter ablation; Mathematics","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":[0.0007835821,0.0002604962,0.0001733201,0.001687688,0.00008035307,0.0004111279,0.0001705398,0.0001925311,0.001077746],"category_scores_gemma":[0.002758728,0.00008781505,0.0002031932,0.0004515268,0.0001397228,0.0002633518,0.0002593305,0.0001326825,0.0002971168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006830741,"about_ca_system_score_gemma":0.0001231954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001949374,"about_ca_topic_score_gemma":0.0004290717,"domain_scores_codex":[0.9997756,0.0000688387,0.00003929054,0.00004358042,0.00005549092,0.00001709925],"domain_scores_gemma":[0.998811,0.0005301054,0.0003356938,0.00008013983,0.0001581167,0.00008502819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005304225,0.00004244815,0.8651393,0.0001778914,0.00008233751,0.0006972739,0.0002400965,0.001049298,0.02633239,0.0001202243,0.000297778,0.1052906],"study_design_scores_gemma":[0.00001766272,0.0002940089,0.976352,0.00005307006,0.00008382922,0.005836488,0.0001719686,0.01040228,0.005610809,0.0002420475,0.0009219196,0.0000138875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784581,0.001147947,0.01866054,0.00004419544,0.00001195433,0.00006118567,0.0003515068,0.0001054191,0.001159166],"genre_scores_gemma":[0.9913563,0.0003471364,0.007724099,0.00001338901,0.00001618758,0.00003317917,0.0002800699,0.00001698033,0.0002127595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001687688,"threshold_uncertainty_score":0.004144013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0747967310694287,"score_gpt":0.405409500754055,"score_spread":0.3306127696846263,"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."}}