{"id":"W4311325184","doi":"10.1111/pace.14642","title":"Correlation of unipolar electrogram modification with ablation index during pulmonary vein isolation: A pilot study","year":2022,"lang":"en","type":"article","venue":"Pacing and Clinical Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Innovation Council; University of British Columbia","funders":"","keywords":"Medicine; Ablation; Pulmonary vein; Atrial fibrillation; Catheter ablation; Cardiology; Lesion; Internal medicine; Radiofrequency ablation; Catheter; Radiology; Surgery","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":[0.000746783,0.0003210228,0.0002946356,0.0003632594,0.0002007676,0.0003740084,0.0001814901,0.0003425587,0.001187592],"category_scores_gemma":[0.003797891,0.0001667833,0.0002630722,0.0002685617,0.0003651686,0.0003718559,0.0002627636,0.0004436642,0.0002940508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001500235,"about_ca_system_score_gemma":0.0001792232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202172,"about_ca_topic_score_gemma":0.0002149316,"domain_scores_codex":[0.999633,0.0001126792,0.00004056561,0.0001063451,0.00005691137,0.00005054238],"domain_scores_gemma":[0.9968957,0.001334229,0.0008286206,0.0002855918,0.0002081925,0.0004476399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001565602,0.0004142395,0.9860955,0.00001940452,0.00004722866,0.0005155624,0.0002533045,0.0001285534,0.003846821,0.0000190308,0.00004694979,0.007047824],"study_design_scores_gemma":[0.00007795142,0.007948979,0.9872336,0.000004081227,0.00005983992,0.00230931,0.0002097095,0.0008616282,0.00104424,0.0000297679,0.0002073041,0.00001360608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995781,0.00004296868,0.000228887,0.000004750644,0.000002897827,0.00001130998,0.00002019533,0.000002305454,0.0001087242],"genre_scores_gemma":[0.9997063,0.00001606101,0.0001746114,0.000005721368,0.00001012901,0.00001073641,0.00004222366,0.000001333621,0.00003287682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001187592,"threshold_uncertainty_score":0.003972888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04934941583704427,"score_gpt":0.3460383583499759,"score_spread":0.2966889425129317,"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."}}