{"id":"W4235275193","doi":"10.1148/radiol.2016150247","title":"Case 235","year":2016,"lang":"en","type":"article","venue":"Radiology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Cirrhosis; Elastography; Transient elastography; Radiology; Decompensation; Nuclear medicine; Internal medicine; Ultrasound; Liver fibrosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004779135,0.00268987,0.001139223,0.007735553,0.004282731,0.002787127,0.00312912,0.01037508,0.04551279],"category_scores_gemma":[0.003787717,0.001097348,0.002139163,0.003204294,0.00175585,0.002522537,0.00328311,0.005620988,0.01266394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002575497,"about_ca_system_score_gemma":0.001525189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003227918,"about_ca_topic_score_gemma":0.006909898,"domain_scores_codex":[0.9992084,0.0001001991,0.00009071746,0.0001862225,0.0001288492,0.000285537],"domain_scores_gemma":[0.9989048,0.0002151546,0.0001497299,0.0001421475,0.0000939438,0.0004941978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002440645,0.00003051185,0.001205019,0.00003334335,0.00001176707,0.9920937,0.00005094592,0.00007108277,0.0002666805,0.001062413,0.003485792,0.001664288],"study_design_scores_gemma":[0.00001391522,0.00003776213,0.001675625,0.00006994014,0.00001619515,0.9797192,0.0001533978,0.0001434329,0.0002602155,0.001346028,0.01655043,0.00001388459],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2704431,0.01786762,0.007056624,0.07461273,0.011811,0.001105402,0.004797362,0.001049687,0.6112565],"genre_scores_gemma":[0.8427365,0.007976791,0.0096135,0.01799759,0.01258176,0.0002965247,0.001868727,0.0005154706,0.1064131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04551279,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406112319590436,"score_gpt":0.2966392982108358,"score_spread":0.2625781750149314,"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."}}