{"id":"W2913137989","doi":"10.1002/9781444341294.ch35","title":"Primary Malignant Neoplasms of the Liver","year":2011,"lang":"en","type":"other","venue":"","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Incidence (geometry); Disease; Liver cancer; Malignant transformation; Cancer; Liver disease; Internal medicine; 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":[0.00006251454,0.0002685251,0.0002757937,0.0007322825,0.0003054523,0.0004099649,0.0001430786,0.0002667028,0.02195683],"category_scores_gemma":[0.0002083659,0.00006425763,0.0002138594,0.0008701808,0.0002053998,0.0002930346,0.000329078,0.0003396795,0.008711174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002818765,"about_ca_system_score_gemma":0.0003954634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154503,"about_ca_topic_score_gemma":0.003149922,"domain_scores_codex":[0.9999107,0.00000748758,0.000006240781,0.00001055042,0.00004168812,0.00002333632],"domain_scores_gemma":[0.9999374,0.000009798549,0.00001332916,0.000005098193,0.0000185754,0.00001578751],"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":[0.000163467,0.0001144291,0.01666131,0.002541968,0.00003970975,0.01520607,0.0003293873,0.0002006766,0.008315668,0.008348661,0.1077678,0.8403108],"study_design_scores_gemma":[0.00001079217,0.00008885853,0.02008974,0.0006440557,0.00003557768,0.06319539,0.000185766,0.00005936067,0.002074069,0.001911557,0.9116935,0.0000114144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0366776,0.3880585,0.002293547,0.001913906,0.001825289,0.0001455841,0.002143963,0.0003249423,0.5666168],"genre_scores_gemma":[0.2704471,0.4370238,0.003986675,0.002088953,0.0022843,0.00008907329,0.002623501,0.00008490489,0.2813718],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02195683,"threshold_uncertainty_score":0.07345289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05506550430351017,"score_gpt":0.2085305981988462,"score_spread":0.153465093895336,"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."}}