{"id":"W2561804778","doi":"10.1200/jco.2009.27.15_suppl.e15590","title":"Elucidating genetic events in human hepatocellular carcinoma","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Hepatocellular carcinoma; Carcinogenesis; Hepatoblastoma; Cancer research; Biology; Pathology; Medicine; Liver cancer; Cancer; HCCS; Internal medicine; Genetics","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":[0.0001524466,0.0001389552,0.0001429672,0.0008122969,0.00009337894,0.0001344403,0.0001082833,0.0001779895,0.001897741],"category_scores_gemma":[0.0001748275,0.00007616331,0.000105909,0.000389521,0.0001253798,0.0001322259,0.0001685958,0.0001406544,0.0004593834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977814,"about_ca_system_score_gemma":0.0001408885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000741176,"about_ca_topic_score_gemma":0.001066913,"domain_scores_codex":[0.9999287,0.00001405104,0.00000892762,0.00001468663,0.00002162751,0.00001201415],"domain_scores_gemma":[0.9999093,0.00002432174,0.00003105069,0.00001043506,0.00001386738,0.00001112052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007926789,0.0001029481,0.06396507,0.0004290147,0.00005002079,0.004461615,0.0001372387,0.0003715257,0.8978645,0.0008210069,0.0005018549,0.03050251],"study_design_scores_gemma":[0.00005390191,0.0008696806,0.5442082,0.00007013662,0.0001365601,0.02291163,0.0003116407,0.001351142,0.4035298,0.0006867682,0.02585221,0.00001835092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869222,0.005181572,0.002647103,0.0001141675,0.00001633259,0.00005294672,0.0008932374,0.00006546202,0.004106991],"genre_scores_gemma":[0.9937094,0.001804521,0.00195586,0.00004771221,0.000008122551,0.00002664593,0.0009899017,0.000008491102,0.001449264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001897741,"threshold_uncertainty_score":0.00634861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027809834269373,"score_gpt":0.4404498349673203,"score_spread":0.337668851540383,"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."}}