{"id":"W4362735975","doi":"10.3389/fgene.2023.1140427","title":"Gene polymorphisms of inflammatory factors in liver cirrhosis","year":2023,"lang":"en","type":"review","venue":"Frontiers in Genetics","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Odds ratio; Cirrhosis; Internal medicine; Medicine; Meta-analysis; Gastroenterology; Cochrane Library; Confidence interval; Bioinformatics; Biology","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":[0.0001131572,0.0004157349,0.001925305,0.0008613532,0.00001459725,0.000007760617,0.000198153,0.0003758508,0.00003622383],"category_scores_gemma":[0.00003644577,0.0003493912,0.0004964483,0.0005685,0.00008665978,0.00001976004,0.00010594,0.0002506269,0.00002826662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000432596,"about_ca_system_score_gemma":0.000432034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007797375,"about_ca_topic_score_gemma":0.00002054683,"domain_scores_codex":[0.9979772,0.0001013552,0.0008374457,0.0004269343,0.0003183075,0.0003387641],"domain_scores_gemma":[0.9989202,0.00007808784,0.000276442,0.0005235029,0.00003656673,0.0001651867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001755183,0.0005541889,0.4235711,0.01434685,0.0009572238,0.0006672562,0.0003562789,0.000007081554,5.378427e-7,0.000006308917,0.00373106,0.5557846],"study_design_scores_gemma":[0.003336209,0.0005152475,0.3402677,0.05044919,0.008847066,0.00001809035,0.0002689673,0.00008234003,0.0002924274,0.000103085,0.5943921,0.001427603],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00835168,0.9894011,0.00000697803,0.000006461855,0.0007031284,0.001232822,0.0001861612,0.00002538241,0.00008631143],"genre_scores_gemma":[0.0003554781,0.9975712,0.00124208,0.00001450948,0.00008269922,0.0001657985,0.0002989858,0.00009692886,0.0001722994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.590661,"threshold_uncertainty_score":0.9998958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05148225683537898,"score_gpt":0.3018372992937415,"score_spread":0.2503550424583625,"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."}}