{"id":"W6958243593","doi":"10.60692/ypbt8-va881","title":"Association between IL-10 gene polymorphisms (− 1082 A/G, -819 T/C, -592 A/C) and hepatocellular carcinoma: a meta-analysis and trial sequential analysis","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Machine Learning and Data Classification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatocellular carcinoma; Odds ratio; Confidence interval; Genetic model; Allele; Meta-analysis; Carcinoma; Carcinogenesis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002023295,0.0002404316,0.000835927,0.001635203,0.000303363,0.0008657595,0.0003387097,0.0001691048,0.00002890222],"category_scores_gemma":[0.00006380922,0.0002005149,0.0004906677,0.003204018,0.00002113302,0.001168514,0.0002260766,0.0001303831,0.0002498712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112996,"about_ca_system_score_gemma":0.00003563465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001702813,"about_ca_topic_score_gemma":0.000002304955,"domain_scores_codex":[0.9973305,0.0003815939,0.0008814458,0.000421843,0.0006821177,0.0003025119],"domain_scores_gemma":[0.9980443,0.00005761848,0.0008417865,0.0007172563,0.0001860768,0.0001529314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008124324,0.000002201071,0.9511439,0.00005238796,0.03728346,0.000003715326,0.01062279,0.0002517026,0.000004743805,0.0001768639,0.00008274192,0.0002942645],"study_design_scores_gemma":[0.003553131,0.00006899856,0.5491334,0.000002281754,0.08328893,0.000004267671,0.000389352,0.3626554,0.0001996687,0.000004843061,0.0003261445,0.0003736223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6700572,0.00001415227,0.3282736,0.0003797765,0.00009921597,0.0003362123,0.0003478439,0.0003575351,0.0001345155],"genre_scores_gemma":[0.9975116,6.01899e-7,0.0008887472,0.00003970472,0.00008809016,0.00007885003,0.0006768703,0.000007025086,0.0007085497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4020105,"threshold_uncertainty_score":0.8348539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0815005826719488,"score_gpt":0.2495516832228122,"score_spread":0.1680511005508634,"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."}}