{"id":"W3033768866","doi":"10.1148/radiol.2020192437","title":"Update to the Society of Radiologists in Ultrasound Liver Elastography Consensus Statement","year":2020,"lang":"en","type":"review","venue":"Radiology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":450,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Elastography; Ultrasound; Radiology; Medical physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002701746,0.0003729948,0.002086579,0.0001135251,0.0000348074,0.000005601289,0.000206529,0.0002323625,0.0001117686],"category_scores_gemma":[0.00007746829,0.0002124711,0.00116899,0.000404203,0.0002431543,0.000007511436,0.00007376329,0.0003174186,0.000112623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203282,"about_ca_system_score_gemma":0.0003480995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006685254,"about_ca_topic_score_gemma":0.0000158461,"domain_scores_codex":[0.9978778,0.0004036869,0.0007246831,0.0005130864,0.0001393594,0.0003413579],"domain_scores_gemma":[0.9982643,0.0007623388,0.0002824362,0.0004550608,0.00004460708,0.0001913097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002050443,0.000921605,0.006975606,0.01355461,0.008515338,0.0009214919,0.0009923727,0.00001556938,0.000002801922,0.0006513995,0.2307198,0.7365243],"study_design_scores_gemma":[0.000693887,0.0004660215,0.002456439,0.001530548,0.002043727,0.000315554,0.0000508497,0.000002492702,0.000001213668,0.00001195811,0.9922606,0.0001666499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005202025,0.9956213,0.00001450992,0.001180837,0.0001772086,0.001990674,0.0003806302,0.00002194907,0.00009274736],"genre_scores_gemma":[0.0009625428,0.9965443,0.0005542251,0.001028858,0.0001514746,0.0003535446,0.000355511,0.00002992692,0.00001962314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7615408,"threshold_uncertainty_score":0.8664319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0454207187734244,"score_gpt":0.3355249174262792,"score_spread":0.2901041986528548,"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."}}