{"id":"W2773798262","doi":"10.1007/s00261-017-1409-8","title":"Hepatocarcinogenesis and LI-RADS","year":2017,"lang":"en","type":"review","venue":"Abdominal Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Hepatology; Hepatocellular carcinoma; Medicine; Internal medicine; Cancer research; Pathology; Oncology","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":[0.0007877305,0.0008041116,0.001606403,0.003462959,0.0002409756,0.001407082,0.0007394052,0.00110269,0.004980185],"category_scores_gemma":[0.001933322,0.0003905162,0.0009232215,0.004428357,0.0005899559,0.001494467,0.0008719757,0.001330858,0.000920968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005993476,"about_ca_system_score_gemma":0.001723009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001918248,"about_ca_topic_score_gemma":0.004552389,"domain_scores_codex":[0.9996927,0.00006209292,0.00008643419,0.00005613663,0.00007698063,0.00002573362],"domain_scores_gemma":[0.9992514,0.0003967188,0.0002012569,0.00002011367,0.00009590112,0.00003451305],"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":[0.00013808,0.00007161882,0.002289506,0.07073011,0.0007798111,0.0003561416,0.0001418444,0.0004937593,0.0004104206,0.002290491,0.03459954,0.8876987],"study_design_scores_gemma":[0.00005645715,0.0001426389,0.005363999,0.03207742,0.002533661,0.002997966,0.0002195956,0.0001791845,0.0002587185,0.002091122,0.9540243,0.00005489284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009015923,0.9992033,0.00002410777,0.0001819509,0.00008264935,0.000002056886,0.00002106366,0.000002479614,0.0003923875],"genre_scores_gemma":[0.0009532802,0.9983883,0.00006511981,0.0002109546,0.0001663846,0.000002686404,0.00003097334,7.265326e-7,0.0001814691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004980185,"threshold_uncertainty_score":0.01666033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3166576325114266,"score_gpt":0.3902977574734344,"score_spread":0.07364012496200778,"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."}}