{"id":"W2462852162","doi":"","title":"Transient Elastography and Controlled Attenuation Parameter for Diagnosing Liver Fibrosis and Steatosis in Ontario: An Economic Analysis.","year":2015,"lang":"en","type":"review","venue":"PubMed","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transient elastography; Medicine; Steatosis; Fatty liver; Liver biopsy; Nonalcoholic fatty liver disease; Liver disease; Fibrosis; Hepatitis C; Biopsy; Internal medicine; Radiology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007230625,0.001204779,0.002629754,0.004889687,0.0007939352,0.001857509,0.00117246,0.001293889,0.003955967],"category_scores_gemma":[0.03034563,0.0008446521,0.00842378,0.006990503,0.0006123486,0.0008777246,0.001252392,0.001185094,0.00009577745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05946051,"about_ca_system_score_gemma":0.03578319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.561525,"about_ca_topic_score_gemma":0.6031815,"domain_scores_codex":[0.9936299,0.003251637,0.0008433976,0.0002319402,0.001552055,0.0004911495],"domain_scores_gemma":[0.9891925,0.006078919,0.002463704,0.0001447197,0.001603081,0.0005170095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.07276443,0.001880916,0.1339216,0.3543598,0.1021611,0.002328432,0.001309586,0.04789945,0.001758766,0.008066021,0.01493793,0.2586119],"study_design_scores_gemma":[0.02904524,0.009894984,0.4208524,0.1190161,0.3010152,0.002351854,0.00227771,0.06622469,0.001274604,0.006203773,0.04119239,0.0006510296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3653849,0.5845451,0.003230315,0.005801404,0.000315178,0.007954529,0.01914026,0.0000436651,0.01358455],"genre_scores_gemma":[0.8830128,0.1075603,0.002967367,0.0006468084,0.00007473461,0.00205009,0.002863755,0.00001333485,0.0008107973],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.438475,"threshold_uncertainty_score":0.8821145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06482047775093908,"score_gpt":0.2922105561965528,"score_spread":0.2273900784456137,"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."}}