{"id":"W4393375193","doi":"10.18103/mra.v12i3.5212","title":"Advancements in Molecular Imaging for the Diagnosis and Management of Hepatocellular Carcinoma","year":2024,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Radiology; Internal medicine","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":[0.003958444,0.0005433337,0.0006985448,0.002998296,0.0004292852,0.001931347,0.0007704091,0.00108607,0.004002172],"category_scores_gemma":[0.00654369,0.0002478652,0.0007753898,0.00205517,0.00122698,0.00214074,0.001100718,0.002846118,0.001714618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706338,"about_ca_system_score_gemma":0.002103267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00266695,"about_ca_topic_score_gemma":0.003290711,"domain_scores_codex":[0.9987389,0.0005481825,0.0001107681,0.0001248703,0.0003978156,0.00007957417],"domain_scores_gemma":[0.9965378,0.001360612,0.000480832,0.0002963877,0.001115423,0.00020891],"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":[0.0002049012,0.0001643786,0.006881289,0.002620057,0.0001471529,0.0004065372,0.0002106504,0.001046051,0.008264035,0.02110886,0.0339302,0.9250159],"study_design_scores_gemma":[0.00006080563,0.0002934355,0.01622153,0.002838268,0.0002891373,0.004081586,0.0003518026,0.002849422,0.009573698,0.02079415,0.9425327,0.0001134425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005777222,0.9162753,0.01654318,0.03927391,0.002274836,0.00006547542,0.0001982074,0.0002632627,0.01932877],"genre_scores_gemma":[0.07196464,0.8789989,0.03139629,0.00610716,0.006673825,0.00009289594,0.0003291802,0.0000796168,0.004357408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004002172,"threshold_uncertainty_score":0.02093452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09233920289686529,"score_gpt":0.3689327452506724,"score_spread":0.2765935423538071,"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."}}