{"id":"W3184204488","doi":"10.1186/s12947-021-00259-w","title":"The feasibility, reliability, and incremental value of two-dimensional speckle-tracking for the detection of significant coronary stenosis after treadmill stress echocardiography","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Université de Sherbrooke","keywords":"Medicine; Cardiology; Coronary artery disease; Internal medicine; Speckle tracking echocardiography; Stenosis; Stress Echocardiography; Angiology; Treadmill; Radiology; Heart failure; Ejection fraction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01210645,0.0004363644,0.0004585439,0.001546387,0.000240502,0.0008483992,0.0005868823,0.0007592928,0.0005543454],"category_scores_gemma":[0.03455406,0.0003701321,0.0005490988,0.0005648699,0.0007675351,0.0007372009,0.0006460799,0.0004695849,0.0002558529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694098,"about_ca_system_score_gemma":0.000292634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003076085,"about_ca_topic_score_gemma":0.0004071543,"domain_scores_codex":[0.994154,0.003139748,0.0006534236,0.000756444,0.001050592,0.0002456622],"domain_scores_gemma":[0.9665932,0.0201415,0.007571892,0.002100091,0.00259011,0.001003293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008590759,0.00005185317,0.9955919,0.000009065817,0.00007184299,0.000046637,0.0000391194,0.00009087176,0.0004999685,0.00001544121,0.00002932667,0.002694852],"study_design_scores_gemma":[0.000129546,0.002091662,0.990853,0.00001331226,0.0002369558,0.0008669551,0.0000943953,0.004311498,0.001131311,0.00009718297,0.0001552365,0.00001894968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988186,0.0002451042,0.0006112867,0.00002715265,0.00001093251,0.00002097126,0.00004530846,0.000004894672,0.0002157318],"genre_scores_gemma":[0.9994204,0.00003676472,0.0004342029,0.000008542679,0.00001957142,0.00001073353,0.00005251799,0.00000151921,0.00001584978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01210645,"threshold_uncertainty_score":0.06402576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734070543131203,"score_gpt":0.255814977985012,"score_spread":0.2384742725537,"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."}}