{"id":"W4416254291","doi":"10.1093/ehjimp/qyaf144","title":"The strain-8 study: a multimodal scan–rescan assessment of myocardial strain repeatability","year":2025,"lang":"en","type":"article","venue":"European Heart Journal - Imaging Methods and Practice","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Centre For Medical Engineering, King’s College London; NIHR Sheffield Clinical Research Facility; Guy's and St Thomas' NHS Foundation Trust","keywords":"Repeatability; Strain (injury); Measure (data warehouse); Reproducibility; Ultrasound","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0317533,0.0001804871,0.0004352487,0.000129593,0.0006046994,0.0002292646,0.0001070804,0.00002229686,0.00003548508],"category_scores_gemma":[0.007150617,0.0001176018,0.000374446,0.0002584441,0.0001994928,0.0002404436,0.0001196905,0.001005938,0.000001499512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000858328,"about_ca_system_score_gemma":0.0003434843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001156478,"about_ca_topic_score_gemma":0.000003553199,"domain_scores_codex":[0.9866441,0.01171343,0.0006168939,0.0003164474,0.0004534204,0.0002556801],"domain_scores_gemma":[0.9953887,0.003242125,0.0002440615,0.0005296529,0.0003942335,0.0002012345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007165687,0.0004797766,0.2079751,0.00005432414,0.001470394,0.0002439444,0.001082132,0.00004857475,0.007422131,0.0001341577,0.001534039,0.7788388],"study_design_scores_gemma":[0.001558612,0.0002005182,0.7444933,0.00006262247,0.0006955082,0.001703625,0.007117708,0.0003362059,0.00003412565,0.000042809,0.2436585,0.0000964849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3163224,0.01229781,0.4199107,0.06659276,0.008871662,0.003813115,0.0001162119,0.0002602198,0.1718152],"genre_scores_gemma":[0.7535833,0.001007791,0.2426139,0.001517758,0.0006376647,0.000004711402,0.000004794582,0.0000467036,0.0005833986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7787423,"threshold_uncertainty_score":0.9970137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04777166594034759,"score_gpt":0.4574987464007755,"score_spread":0.4097270804604279,"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."}}