{"id":"W4200128224","doi":"10.1097/md.0000000000028232","title":"Is rifaximin better than nonabsorbable disaccharides in hepatic encephalopathy?","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rifaximin; MEDLINE; Toxicity; Antibacterial agent","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001431016,0.0001287747,0.0002956104,0.00011281,0.00003224135,0.000005918088,0.00005219333,0.00005337215,0.00181665],"category_scores_gemma":[0.00003266928,0.00009933226,0.00004987807,0.0003176726,0.00007192582,0.00009446935,0.00001277555,0.000143854,0.0001140931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003902503,"about_ca_system_score_gemma":0.00009434283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004072197,"about_ca_topic_score_gemma":0.0001183236,"domain_scores_codex":[0.9988818,0.00003759791,0.0002607632,0.0002725005,0.0003251082,0.0002222437],"domain_scores_gemma":[0.99944,0.00007266595,0.00003514684,0.0002438778,0.00007004358,0.0001382563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001427919,0.0001993477,0.9717914,0.0004431764,0.00009630847,0.002330841,0.005785659,9.433194e-7,0.0144837,0.0001117542,0.001480084,0.003134015],"study_design_scores_gemma":[0.004283067,0.0002171832,0.9651906,0.001234082,0.0005464387,0.0001271455,0.0009618598,0.0002856287,0.02487715,0.001089198,0.001028519,0.0001591308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789349,0.001491852,0.000181219,0.01505689,0.0001817985,0.0001740749,0.00001149629,0.00003174901,0.003935995],"genre_scores_gemma":[0.9919778,0.0004802808,0.0001769889,0.005955552,0.0002857844,0.00002194888,0.0001593565,0.00001461398,0.000927661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304289,"threshold_uncertainty_score":0.9990958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039859381284716,"score_gpt":0.2764162666470224,"score_spread":0.2560176728341753,"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."}}