{"id":"W4291021432","doi":"10.1038/s41598-022-17856-y","title":"Hyperventilation strain CMR imaging in patients with acute chest pain","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Deutsche Herzstiftung; Deutsche Stiftung für Herzforschung","keywords":"Medicine; Acute coronary syndrome; Chest pain; Internal medicine; Cardiology; Troponin; Hyperventilation; Coronary artery disease; Troponin T; Myocardial infarction","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":[0.0004385545,0.0004629465,0.0005171295,0.0006949748,0.0003059833,0.0005347542,0.00025318,0.0008423866,0.0009575548],"category_scores_gemma":[0.001789583,0.0003063251,0.0002039778,0.0003056145,0.0003300161,0.0005618058,0.0003139482,0.0004688451,0.0002714296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915125,"about_ca_system_score_gemma":0.0002239393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006286402,"about_ca_topic_score_gemma":0.0008631097,"domain_scores_codex":[0.999747,0.00007533268,0.00003274611,0.00004707172,0.00003232161,0.00006556237],"domain_scores_gemma":[0.9995235,0.000133824,0.0001532106,0.00002436509,0.00003234935,0.0001327476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008433894,0.0001327778,0.9866954,0.00002171819,0.00001461147,0.005607774,0.0001567564,0.00007899307,0.003265925,0.00001948165,0.00009689682,0.003066289],"study_design_scores_gemma":[0.00004756979,0.0008831083,0.9877291,0.0000167953,0.00002463844,0.009671697,0.0002389542,0.0006398954,0.000544027,0.00004218986,0.0001536386,0.000008436057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993467,0.0002517072,0.00008294423,0.00004685849,0.000005190574,0.00001314916,0.00002013468,0.000002662584,0.0002306106],"genre_scores_gemma":[0.9995354,0.0001398174,0.0001255407,0.00004743897,0.00002727706,0.00001083471,0.00005046949,0.000001254529,0.00006195622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009575548,"threshold_uncertainty_score":0.003203332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007100560051945104,"score_gpt":0.2345842699563785,"score_spread":0.2274837099044334,"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."}}