{"id":"W6976429395","doi":"10.60692/m36ea-yqg71","title":"Disparities in Hepatocellular Carcinoma Incidence, Stage, and Survival: A Large Population-Based Study","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Hepatocellular carcinoma; Incidence (geometry); Socioeconomic status; Stage (stratigraphy); Disease; Epidemiology; Cancer; Liver cancer; Pacific islanders","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":[],"consensus_categories":[],"category_scores_codex":[0.0002425094,0.0001262542,0.0001825975,0.0002609791,0.00007056657,0.0001751667,0.00005488741,0.0000542547,0.00003390534],"category_scores_gemma":[0.00003004463,0.0001282581,0.00002219698,0.000350414,0.000004569745,0.0005238123,0.00002778572,0.0000772902,0.00003342989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008752562,"about_ca_system_score_gemma":0.00003209695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004854959,"about_ca_topic_score_gemma":0.0000269292,"domain_scores_codex":[0.999005,0.00005068339,0.0004516641,0.0001002035,0.0002415288,0.0001509886],"domain_scores_gemma":[0.9995592,0.00001423445,0.00006092288,0.0001712355,0.0001409267,0.00005348519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005426593,0.000003728898,0.9889593,0.000483505,0.000006542607,0.000009301554,0.005899849,0.004357006,2.253717e-7,0.0002459226,0.000005174601,0.00002405022],"study_design_scores_gemma":[0.000870368,0.000008035542,0.836291,0.00004881373,0.000006139864,0.000002919066,0.0110387,0.1514493,0.00009421141,0.000001132689,0.00005741417,0.0001320003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871253,0.00001956763,0.01151965,0.00001145146,0.0002148623,0.0002386341,0.00005861109,0.0002554847,0.0005563881],"genre_scores_gemma":[0.9996959,1.665934e-7,0.00004740513,0.0000408248,0.00001283854,0.00005962536,0.00005323331,0.00001003497,0.00007999001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1526683,"threshold_uncertainty_score":0.5230215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265507152898638,"score_gpt":0.2103728179073696,"score_spread":0.1877177463783833,"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."}}