{"id":"W1858944688","doi":"10.1155/2010/153986","title":"Transient Elastography for the Noninvasive Assessment of Liver Fibrosis: A Multicentre Canadian Study","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc; Centre Hospitalier de l’Université de Montréal; University of Alberta; Toronto Liver Centre; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Transient elastography; Liver fibrosis; Medicine; Fibrosis; Transient (computer programming); Radiology; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002725112,0.0009220721,0.0007233308,0.001040205,0.002803611,0.001303801,0.001171417,0.0008419601,0.001460648],"category_scores_gemma":[0.004650104,0.0006153015,0.0009125668,0.002787053,0.001113363,0.0005263308,0.0007832264,0.001002569,0.0002278731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040196,"about_ca_system_score_gemma":0.01476971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9567801,"about_ca_topic_score_gemma":0.9590067,"domain_scores_codex":[0.9980776,0.000305019,0.00009964644,0.0003905075,0.0007177356,0.0004094506],"domain_scores_gemma":[0.9951797,0.000463294,0.0008404867,0.0003296011,0.002292095,0.0008948381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002617611,0.00006397466,0.9943106,0.00004287485,0.0001141462,0.0001784343,0.0005194534,0.00008999189,0.0002850444,0.00009375577,0.0006550141,0.003384993],"study_design_scores_gemma":[0.0000697966,0.00009286199,0.9978101,0.00003037117,0.000098698,0.000219977,0.0004294393,0.0003782976,0.00005242816,0.00002589844,0.0007670854,0.000025105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955353,0.001104599,0.0002635704,0.0004317958,0.00002064147,0.00008812149,0.0009616395,0.000009181463,0.001585156],"genre_scores_gemma":[0.9978382,0.0006660582,0.0003715201,0.0001662626,0.00002346416,0.00002671375,0.0005236176,0.000007162807,0.0003770381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04321986,"threshold_uncertainty_score":0.08694875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050790444518321,"score_gpt":0.2571738372352254,"score_spread":0.2466659327900422,"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."}}