{"id":"W3212668828","doi":"10.1093/eurheartj/ehab724.0651","title":"Sex-differences and utility of treadmill testing in identification and genotype prediction in LQTS: a sub-study of the national LQTS registry and Canadian Hearts in Rhythm registry","year":2021,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Long QT syndrome; Cohort; Genetic testing; Population; Internal medicine; Supine position; Proband; Cardiology; QT interval; Pediatrics; Genetics; Mutation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002408788,0.0002924239,0.0004688853,0.002613897,0.0009188762,0.0008962627,0.001106404,0.0003874599,0.001141138],"category_scores_gemma":[0.009903966,0.0002350123,0.0005817447,0.004415057,0.0004003299,0.0003664066,0.0008371466,0.0003275131,0.000194331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003907267,"about_ca_system_score_gemma":0.005886544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7683162,"about_ca_topic_score_gemma":0.8027088,"domain_scores_codex":[0.9972951,0.0003131919,0.0002678492,0.0005003962,0.001127072,0.0004964238],"domain_scores_gemma":[0.9911549,0.0009495047,0.002804169,0.0006898965,0.00343707,0.0009643579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003721893,0.000004459996,0.9988042,0.000007178486,0.00002247574,0.00003013489,0.00008467586,0.00001655352,0.00003008645,0.00001457866,0.0001607995,0.0007877295],"study_design_scores_gemma":[0.000002353098,0.000008004597,0.9995407,0.00000509864,0.00001539142,0.0000528301,0.0001233313,0.0000864824,0.00001234703,0.00000349642,0.0001477515,0.000002244471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931321,0.0004023585,0.0001048388,0.00009588127,0.000007497722,0.00003759688,0.004826529,0.000008444808,0.001384894],"genre_scores_gemma":[0.996816,0.0001739582,0.0001055088,0.00002606328,0.000005224047,0.00001705507,0.002674695,0.000004887552,0.0001765949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7683162,"threshold_uncertainty_score":0.4660964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04267425618208195,"score_gpt":0.2747319611087152,"score_spread":0.2320577049266332,"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."}}