{"id":"W4229077155","doi":"10.21203/rs.3.rs-1600581/v1","title":"Hypverventilation Strain CMR Imaging in Patients With Acute Chest Pain","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Acute coronary syndrome; Coronary artery disease; Chest pain; Cardiology; Internal medicine; Hyperventilation; Troponin; Breathing; Triage; Radiology; Myocardial infarction; Anesthesia; Emergency medicine","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":[0.0003400866,0.0003606478,0.0003325849,0.0005101091,0.0002126145,0.0004505155,0.0002132953,0.0005385174,0.001304534],"category_scores_gemma":[0.001442281,0.000158383,0.0001269713,0.0002292814,0.0002315734,0.0004075026,0.0002168974,0.0003352248,0.0003045578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001842914,"about_ca_system_score_gemma":0.0002399297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006002603,"about_ca_topic_score_gemma":0.000743226,"domain_scores_codex":[0.9998013,0.00005219506,0.00003217635,0.00004020092,0.00002649593,0.00004762709],"domain_scores_gemma":[0.9994311,0.0001722697,0.0001923676,0.0000218595,0.00004205994,0.0001402561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005534982,0.00009895953,0.9900929,0.00002124194,0.00001097662,0.003042553,0.00006821552,0.00006426835,0.00196294,0.00002101469,0.000161961,0.003901466],"study_design_scores_gemma":[0.00004234484,0.0007544089,0.9873794,0.0000240538,0.00002496312,0.009700484,0.0002034164,0.0008095015,0.0007363254,0.00005364311,0.000264182,0.000007246705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988559,0.0003440659,0.0001156161,0.00007625369,0.000007122278,0.00001327444,0.00005354919,0.000003780799,0.0005303636],"genre_scores_gemma":[0.9994255,0.0001430167,0.0001658088,0.00004845476,0.00003673869,0.000009857071,0.00008612775,0.000001147456,0.00008339751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001304534,"threshold_uncertainty_score":0.004364133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03197671942693301,"score_gpt":0.3739902879944517,"score_spread":0.3420135685675187,"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."}}