{"id":"W4361283048","doi":"10.1136/heartjnl-2022-321639","title":"Approach to a patient with asymptomatic pre-excitation","year":2023,"lang":"en","type":"article","venue":"Heart","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Asymptomatic; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003858566,0.00006048284,0.0001230336,0.0000681221,0.00003245318,0.000008145676,0.000007593273,0.00001808307,0.00000989659],"category_scores_gemma":[0.00001509836,0.0000422227,0.00003757994,0.0002619524,0.000007312291,0.00002307385,0.00001130557,0.00002937473,0.0004503749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000031312,"about_ca_system_score_gemma":0.00002452039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002143125,"about_ca_topic_score_gemma":0.000001505945,"domain_scores_codex":[0.9994799,0.00001149516,0.00007428356,0.0001289828,0.0001795545,0.0001257937],"domain_scores_gemma":[0.9996986,0.00001693757,0.0000109183,0.0001495245,0.00002802686,0.00009594188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002482821,0.002608915,0.59784,0.001375311,0.001592729,0.001191747,0.0491445,0.002817125,0.003336709,0.001922837,0.2563536,0.07933377],"study_design_scores_gemma":[0.001056878,0.0007724387,0.9843591,0.0001033035,0.00007266305,0.0002709828,0.0003315463,0.0007611653,0.0002680971,0.00004226092,0.01186818,0.00009331395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869499,0.00001364224,0.0001497514,0.0005627403,0.00004473077,0.0005427546,0.000004097307,0.0001162205,0.01161614],"genre_scores_gemma":[0.9955329,0.000001422842,0.003017338,0.0004113239,0.00004417186,0.0001509071,0.00004915238,0.00001387643,0.0007789085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3865192,"threshold_uncertainty_score":0.5788808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327866046016849,"score_gpt":0.2713152373094504,"score_spread":0.2580365768492819,"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."}}