{"id":"W4380730602","doi":"10.1093/eurheartj/ehad359","title":"Tilt testing evolves: faster and still accurate","year":2023,"lang":"en","type":"letter","venue":"European Heart Journal","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Tilt (camera); Orthostatic vital signs; Reflex; Syncope (phonology); Tachycardia; Anesthesia; Cardiology; Tilt table test; Vasovagal syncope; Physical medicine and rehabilitation; Internal medicine; Blood pressure; Heart rate","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":[0.002752268,0.0008243053,0.001050072,0.001029062,0.001199529,0.003560125,0.001221127,0.01425259,0.01385186],"category_scores_gemma":[0.0232635,0.0002976895,0.0007959293,0.0007847478,0.001059243,0.004778672,0.001011883,0.01520051,0.01040337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689418,"about_ca_system_score_gemma":0.001610439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004425745,"about_ca_topic_score_gemma":0.006407087,"domain_scores_codex":[0.9963894,0.001035744,0.0005122375,0.0005705786,0.0009547464,0.0005371363],"domain_scores_gemma":[0.9910682,0.003705234,0.0005833881,0.0005390988,0.002650863,0.001453187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002622543,0.0001101706,0.01322653,0.0001453201,0.00005268338,0.02263772,0.0003607507,0.0004026486,0.001055553,0.004292041,0.865863,0.09159122],"study_design_scores_gemma":[0.0003825519,0.0004400763,0.03730505,0.002027031,0.0001556543,0.04897657,0.001644993,0.003123967,0.001274281,0.02998612,0.8744323,0.0002513879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006154134,0.005996864,0.002516541,0.9144933,0.03435985,0.00004428404,0.0003810039,0.0004661035,0.03558789],"genre_scores_gemma":[0.08906119,0.007637396,0.00443106,0.731839,0.140337,0.00007843626,0.0005997122,0.0003835465,0.02563267],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01425259,"threshold_uncertainty_score":0.04633904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08391542343232507,"score_gpt":0.2918216947174592,"score_spread":0.2079062712851341,"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."}}