{"id":"W3026435997","doi":"10.1016/j.burns.2020.05.009","title":"Objective quantification of burn scar stiffness using shear-wave elastography: Initial evidence of validity","year":2020,"lang":"en","type":"article","venue":"Burns","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Siemens Healthineers","keywords":"Medicine; Scars; Elastography; Stiffness; Wave velocity; Ultrasound; Surgery; Shear (geology); Nuclear medicine; Radiology; Structural engineering; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002212426,0.0001169352,0.0003573486,0.0001339699,0.00003663983,0.000008346247,0.00008773249,0.0000605904,0.00010473],"category_scores_gemma":[0.0003067606,0.0001065178,0.0001616917,0.0004875747,0.0001559431,0.0001511734,0.00005993763,0.0001248998,0.000005519564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002222544,"about_ca_system_score_gemma":0.00006584451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001171856,"about_ca_topic_score_gemma":0.000003091275,"domain_scores_codex":[0.9988782,0.00006841074,0.0003614996,0.0002217552,0.00032972,0.0001403718],"domain_scores_gemma":[0.9991136,0.0001243889,0.0002225439,0.0002305962,0.0002279764,0.00008095804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005054056,0.0007288394,0.3632381,0.005166274,0.0008861664,0.00009390662,0.009978392,0.001028155,0.5967786,0.004484354,0.0008777973,0.01168538],"study_design_scores_gemma":[0.002575514,0.001407238,0.7825168,0.001826101,0.001241278,0.0000183431,0.002942021,0.01131081,0.1948391,0.000448252,0.0004253088,0.000449126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861888,0.0002080082,0.01211224,0.0005406372,0.0001763229,0.000369259,0.0000112752,0.00003542552,0.0003580816],"genre_scores_gemma":[0.9985333,0.00004577834,0.001086812,0.0001276757,0.0001551104,0.000003556574,0.000008089763,0.00001377019,0.00002591821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4192788,"threshold_uncertainty_score":0.4343671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2156690710518278,"score_gpt":0.3708979722865462,"score_spread":0.1552289012347184,"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."}}