{"id":"W2972323470","doi":"10.1016/j.hrthm.2019.09.011","title":"Difficulties with invasive risk stratification performed under anesthesia in pediatric Wolff-Parkinson-White Syndrome","year":2019,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Accessory pathway; Cardiology; Atrial fibrillation; Electrophysiology; Refractory period; Effective refractory period; Risk stratification; Internal medicine; Anesthesia; Clinical electrophysiology; Catheter ablation","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":[0.0001291867,0.0002174897,0.0004176208,0.0001787528,0.00006811569,0.00002915651,0.00002575354,0.0001071549,0.0001396148],"category_scores_gemma":[0.0000162483,0.0001600788,0.00009912941,0.0003369171,0.00003739005,0.0001459734,0.00001268718,0.0002272699,0.0004560981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362729,"about_ca_system_score_gemma":0.0001955756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001039451,"about_ca_topic_score_gemma":0.0001215285,"domain_scores_codex":[0.998672,0.00005910658,0.0002529737,0.0003820673,0.0003211275,0.0003127228],"domain_scores_gemma":[0.9992174,0.00008776761,0.00009994495,0.0003998321,0.0000700804,0.000124971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001884293,0.0001478878,0.9971507,0.0001053716,0.00005296874,0.001197758,0.0004295433,0.0002667299,0.00001939095,0.00003983825,0.0001973921,0.0002039609],"study_design_scores_gemma":[0.002117202,0.0004579757,0.9778499,0.00008287992,0.0001280474,0.01813071,0.0004247897,0.00006333996,0.0000953602,0.00002342606,0.0004448406,0.0001815463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973811,0.0003071139,0.00000730508,0.0007777489,0.00007115974,0.0008917691,0.000006553071,0.00005822187,0.0004990243],"genre_scores_gemma":[0.9976214,0.000325917,0.0005184483,0.0001421882,0.0001208097,0.00008457895,0.00006919142,0.00003525197,0.001082181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01930084,"threshold_uncertainty_score":0.6527825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008338636641863338,"score_gpt":0.2259681997976509,"score_spread":0.2176295631557875,"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."}}