{"id":"W2107748497","doi":"10.1080/019131201753343539","title":"Hepatocellular Carcinoma: An Update","year":2001,"lang":"en","type":"review","venue":"Ultrastructural Pathology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sudbury Regional Hospital","funders":"","keywords":"Hepatocellular carcinoma; Cancer research; Carcinoma; Medicine; Biology; Computational biology; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002141996,0.001091707,0.003447599,0.0004600665,0.0001572909,0.00004941343,0.0003720065,0.001097852,0.001269726],"category_scores_gemma":[0.00005015235,0.0007946813,0.001159429,0.0005815105,0.00025296,0.000139533,0.00008730138,0.0009565696,0.0006723984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002208868,"about_ca_system_score_gemma":0.0003523791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003560453,"about_ca_topic_score_gemma":0.00000358445,"domain_scores_codex":[0.9960326,0.0005053701,0.0009880324,0.001226394,0.0003186852,0.0009289],"domain_scores_gemma":[0.9976923,0.00008632294,0.0003902533,0.001152307,0.0001119022,0.000566952],"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":[0.00003435203,0.00009639565,0.07191271,0.004225205,0.0002203956,0.01427301,0.00006208747,1.785635e-8,0.00002201964,0.0001021449,0.0002056231,0.908846],"study_design_scores_gemma":[0.0009565562,0.000760322,0.001215515,0.00108009,0.004816088,0.03305421,0.0000202046,0.00005006841,0.00003659346,0.0001310216,0.9570241,0.0008552271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06859685,0.9280227,0.00002185308,0.00004231777,0.0005573552,0.001697838,0.0001416805,0.0002328836,0.0006864805],"genre_scores_gemma":[0.03587243,0.955696,0.001394888,0.000149959,0.000845888,0.0001842044,0.005119083,0.0001948038,0.0005426763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9568185,"threshold_uncertainty_score":0.9996433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09228765853562179,"score_gpt":0.3122720945398163,"score_spread":0.2199844360041945,"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."}}