{"id":"W2055624432","doi":"10.1158/1538-7445.am2013-4598","title":"Abstract 4598: Identification of driver genes in hepatocellular carcinoma by exome sequencing.","year":2013,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Exome sequencing; Hepatocellular carcinoma; Exome; Cancer research; Biology; Sorafenib; Genetics; Mutation; Gene; Histone; Cancer; Methyltransferase; Methylation","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":[0.0004637336,0.0001681526,0.0002152306,0.0005892265,0.0001689082,0.0003332778,0.0002103537,0.000322238,0.0051132],"category_scores_gemma":[0.0008257629,0.0001385549,0.0001475999,0.0005006299,0.00009184182,0.0001716185,0.0003284427,0.0002180507,0.001236696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002152587,"about_ca_system_score_gemma":0.0002581905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007720612,"about_ca_topic_score_gemma":0.002563936,"domain_scores_codex":[0.9998651,0.00001846941,0.00001773924,0.00003694127,0.00004939222,0.00001236698],"domain_scores_gemma":[0.9997771,0.00009617045,0.00003743718,0.00001841996,0.00003988985,0.00003096585],"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":[0.001176497,0.000106606,0.06152105,0.0009084104,0.0002523546,0.004090976,0.0004365469,0.001118314,0.7364307,0.001252658,0.03903963,0.1536662],"study_design_scores_gemma":[0.0001984542,0.0005061174,0.6946283,0.0001808171,0.0003389109,0.01296022,0.0002858149,0.006811065,0.1619812,0.002691796,0.1193268,0.00009043603],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058321,0.005486813,0.01794307,0.00230312,0.0006403821,0.0003407822,0.05738934,0.0007959471,0.009268467],"genre_scores_gemma":[0.8664134,0.005677316,0.02530309,0.001397553,0.0002443825,0.000278258,0.07017595,0.0002782039,0.03023189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0051132,"threshold_uncertainty_score":0.0171054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04283227610811663,"score_gpt":0.3258003939619403,"score_spread":0.2829681178538237,"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."}}