{"id":"W4393043003","doi":"10.14740/wjon1751","title":"High Ki67 Gene Expression Is Associated With Aggressive Phenotype in Hepatocellular Carcinoma","year":2024,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; National Cancer Institute; National Institutes of Health; Roswell Park Cancer Institute; U.S. Department of Defense","keywords":"Medicine; Hepatocellular carcinoma; Gene signature; Immunohistochemistry; Phenotype; Cancer research; Oncology; Proliferation Marker; Cell cycle; Gene expression; Pathology; Internal medicine; Cancer; Gene; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001504857,0.0001423778,0.0001884124,0.0008403315,0.0002562123,0.000367299,0.0001340864,0.0002050094,0.0009164136],"category_scores_gemma":[0.0004811954,0.0001212138,0.0001441151,0.0007605235,0.0002726676,0.0001588169,0.0002797447,0.0002221614,0.0001570298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002255425,"about_ca_system_score_gemma":0.0001500088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107302,"about_ca_topic_score_gemma":0.001738172,"domain_scores_codex":[0.9999052,0.00001327823,0.0000124835,0.00002215645,0.00002449275,0.00002238989],"domain_scores_gemma":[0.999411,0.00008061522,0.0003151677,0.00003664152,0.00006718704,0.00008941811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003881272,0.0000198261,0.9746637,0.00004358844,0.00004047332,0.0003198018,0.0001039472,0.0001014014,0.02077924,0.00005501846,0.0001231271,0.003361595],"study_design_scores_gemma":[0.000005704005,0.00004066209,0.9966409,0.000003801702,0.00003739306,0.0008920518,0.0001235081,0.0002267344,0.001658376,0.00009693899,0.0002697387,0.000004192849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991059,0.0002976326,0.0001403453,0.00001911078,0.000002166109,0.000003777478,0.0001775692,0.000006281723,0.0002473069],"genre_scores_gemma":[0.9994478,0.0001164669,0.00009515355,0.000007755521,0.000004260844,0.000003923982,0.0002455816,0.000002212566,0.00007688225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00107302,"threshold_uncertainty_score":0.003065705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396010341883181,"score_gpt":0.2733569033091027,"score_spread":0.2337558691207846,"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."}}