{"id":"W4383101397","doi":"10.1111/pace.14774","title":"Paced P‐wave morphology templates to guide atrial tachycardia localization: A derivation and validation study","year":2023,"lang":"en","type":"article","venue":"Pacing and Clinical Electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Atrial tachycardia; Cohort; Internal medicine; Cardiology; Catheter ablation; Retrospective cohort study; Tachycardia; Electrocardiography; Ablation; Algorithm","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":[0.003802512,0.0005717317,0.0003019143,0.0005787541,0.0001841795,0.0005308795,0.0006527033,0.0004640836,0.0008642726],"category_scores_gemma":[0.01227016,0.0002172277,0.0003967459,0.0002479384,0.0002586779,0.0003811511,0.0005594101,0.0003418929,0.0005392082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780727,"about_ca_system_score_gemma":0.0003544221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004060876,"about_ca_topic_score_gemma":0.0004715626,"domain_scores_codex":[0.9989607,0.0004411064,0.0001042585,0.0002333078,0.0002170102,0.00004368974],"domain_scores_gemma":[0.9938898,0.003041756,0.0005130987,0.001169937,0.001166739,0.0002186965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001504565,0.0009477455,0.8355762,0.0001254583,0.0002598116,0.001082057,0.0008008951,0.006380642,0.02232926,0.0002265386,0.0006506589,0.1301163],"study_design_scores_gemma":[0.0007333991,0.008991559,0.8065434,0.0001087596,0.0004443076,0.01746847,0.0005179575,0.1295786,0.03123345,0.0005393183,0.003733851,0.0001069863],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818035,0.0001190501,0.01722956,0.00001626596,0.000008412377,0.0002069839,0.0001854925,0.00007962214,0.000351055],"genre_scores_gemma":[0.9791183,0.00008711023,0.01981473,0.00002397397,0.00001259475,0.0001141097,0.0006375689,0.00003484301,0.0001567222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003802512,"threshold_uncertainty_score":0.02010983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03601487022101203,"score_gpt":0.371686247777617,"score_spread":0.335671377556605,"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."}}