{"id":"W4406462786","doi":"10.1093/ehjimp/qyaf007","title":"Noninvasive assessment of myocardial perfusion using ultrafast ultrasound: clinical study for congenital heart disease","year":2025,"lang":"en","type":"article","venue":"European Heart Journal - Imaging Methods and Practice","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Hospital for Sick Children; Canada Foundation for Innovation; Cietvielu Fizikas Institūts, Latvijas Universitate","keywords":"Cardiology; Medicine; Perfusion; Ultrasound; Internal medicine; Heart disease; Disease; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01581597,0.0001957833,0.0006053263,0.0001896418,0.0004231962,0.0001614938,0.00006296566,0.00002888349,0.00003058543],"category_scores_gemma":[0.01086675,0.0001573197,0.0005726088,0.0002092595,0.0001386894,0.0003082996,0.00006892563,0.0007124215,0.000001670574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005793924,"about_ca_system_score_gemma":0.0005885478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002857968,"about_ca_topic_score_gemma":3.948992e-7,"domain_scores_codex":[0.991443,0.006875921,0.0007421401,0.0003604181,0.0003469051,0.0002316583],"domain_scores_gemma":[0.9927676,0.005696327,0.0002600912,0.0003072878,0.0006117162,0.0003569203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002452452,0.001264564,0.9334105,0.000101064,0.001474421,0.0004159519,0.0005749848,0.00007740771,0.02349602,0.00003251857,0.002381637,0.03431845],"study_design_scores_gemma":[0.00458823,0.0006151318,0.8098834,0.0001825762,0.003999089,0.005987782,0.004676996,0.0006765665,0.0001675526,0.00001787739,0.1689961,0.0002087787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6938054,0.001942022,0.2930374,0.003541263,0.003262401,0.001233392,0.00002402946,0.00004391077,0.003110179],"genre_scores_gemma":[0.7319452,0.0005134234,0.2640316,0.002372746,0.0009089024,0.000002716974,0.000006511714,0.00004506141,0.0001739001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1666144,"threshold_uncertainty_score":0.9974651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09314901812678754,"score_gpt":0.4973364445073584,"score_spread":0.4041874263805708,"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."}}