{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009498875,0.0003257019,0.0006039288,0.0002608827,0.0001422907,0.0002675808,0.0001380023,0.0001430675,0.0001472317],"category_scores_gemma":[0.0003381834,0.00027169,0.0004210335,0.0001678122,0.00008500552,0.0001130141,0.0001565066,0.002564028,0.00157997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005511672,"about_ca_system_score_gemma":0.0001572929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005688592,"about_ca_topic_score_gemma":3.855885e-7,"domain_scores_codex":[0.9979848,0.0003152951,0.0004283746,0.0003873661,0.0004021909,0.0004819995],"domain_scores_gemma":[0.9989983,0.0001464582,0.0001651483,0.0003875036,0.0001161779,0.0001864571],"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":[0.000009458431,0.000006989706,0.001061382,0.0001191293,0.000299191,0.006960595,0.0001387452,0.000007983741,0.00005711381,1.453233e-7,0.9775533,0.01378595],"study_design_scores_gemma":[0.000860642,0.0001324256,0.01934609,0.000816557,0.0002602043,0.008929415,0.00007273792,0.0000596988,0.000003260419,0.000008542414,0.9692433,0.0002670838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03337718,0.006714118,0.0003180086,0.8608499,0.004182588,0.0008699968,0.00005606843,0.0005607852,0.09307142],"genre_scores_gemma":[0.006487329,0.000837878,0.00204117,0.9067051,0.03165802,0.000004834633,0.0001083658,0.0006921338,0.05146513],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0458553,"threshold_uncertainty_score":0.9999735,"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."}}