{"id":"W2026866220","doi":"10.1016/j.gtc.2004.04.012","title":"Screening and treatment for hepatocellular carcinoma","year":2004,"lang":"en","type":"review","venue":"Gastroenterology Clinics of North America","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Liver transplantation; Cirrhosis; Biopsy; Transplantation; Lesion; Radiology; Liver biopsy; Internal medicine; Surgery; Gastroenterology","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":[0.0006782978,0.0007903313,0.002311967,0.003558124,0.0001997651,0.000656696,0.0006593353,0.0008662365,0.003231257],"category_scores_gemma":[0.002084034,0.0003347984,0.0006879679,0.003777536,0.0003766923,0.0009182535,0.0003837913,0.001108724,0.0008149954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006217041,"about_ca_system_score_gemma":0.001006353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003132627,"about_ca_topic_score_gemma":0.007309737,"domain_scores_codex":[0.999712,0.00006562056,0.00007248097,0.00004919808,0.00008206451,0.00001857447],"domain_scores_gemma":[0.9991766,0.0004130846,0.0002396655,0.00001815349,0.0001135978,0.00003894997],"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":[0.0001131484,0.00006639383,0.0007205663,0.02797816,0.0002795474,0.0001938548,0.00004016285,0.0002532359,0.0002690479,0.0004697992,0.02944835,0.9401677],"study_design_scores_gemma":[0.0002313686,0.0006010747,0.01305054,0.04589825,0.003831261,0.005211134,0.0002266351,0.0003514413,0.0005694135,0.001269539,0.9286906,0.00006868309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009144498,0.9992319,0.00003530158,0.0001294201,0.0001105616,0.00000369141,0.00001413623,0.000003406009,0.0003801341],"genre_scores_gemma":[0.001010118,0.9983209,0.0000869749,0.0001875155,0.0001607562,0.00000550175,0.00002523197,7.000036e-7,0.0002023255],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003558124,"threshold_uncertainty_score":0.01080966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168527775784741,"score_gpt":0.3294011375467601,"score_spread":0.212548359968286,"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."}}