{"id":"W2994149730","doi":"10.17235/reed.2019.6365/2019","title":"Elevated high mobility group A2 expression in liver cancer predicts poor patient survival","year":2019,"lang":"en","type":"article","venue":"Revista Española de Enfermedades Digestivas","topic":"Genomics and Chromatin Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Liver cancer; Hepatocellular carcinoma; Carcinogenesis; Proportional hazards model; HMGA2; Oncology; Survival analysis; Cancer; Internal medicine; Survival rate; Cancer research; Gene; Biology; microRNA; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002949477,0.0003008127,0.0003370644,0.00006147972,0.00005543213,0.00007849591,0.0003020659,0.0003062312,0.0001243805],"category_scores_gemma":[0.0001247917,0.0002805791,0.0001110362,0.0001461502,0.00009029009,0.00001132389,0.0002499008,0.0002452306,0.00002194887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845146,"about_ca_system_score_gemma":0.0001791644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002165336,"about_ca_topic_score_gemma":0.00008729264,"domain_scores_codex":[0.9980392,0.0002030889,0.0004030089,0.0006295833,0.0002261185,0.0004989874],"domain_scores_gemma":[0.9989771,0.00004147711,0.0001679173,0.000568029,0.00008374952,0.00016177],"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":[0.0001770455,0.0002793923,0.2217279,0.0001942052,0.00003776425,0.00001470908,0.0001192385,0.0007896485,0.7740912,0.0005477737,0.0001868311,0.001834252],"study_design_scores_gemma":[0.002028004,0.0007639127,0.8091803,0.000560512,0.00004695428,0.00001976249,0.0001920316,0.002537832,0.1584528,0.0001502601,0.02512938,0.0009382372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971551,0.001377973,0.0002215278,0.0000480625,0.0001902491,0.0006040726,0.00009511732,0.0000281228,0.0002797882],"genre_scores_gemma":[0.9976671,0.0009205833,0.0004787216,0.0001318909,0.0001120242,0.00008686171,0.0003035721,0.00005222526,0.0002469941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6156384,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007814877617881622,"score_gpt":0.2333933552413801,"score_spread":0.2255784776234984,"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."}}