{"id":"W4388233854","doi":"10.1016/j.jceh.2023.06.012","title":"Role of Prophylactic Antibiotics in Patients with Severe Alcohol-related Hepatitis","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Internal medicine; Prednisolone; Amoxicillin; Placebo; Randomized controlled trial; Hepatitis; Gastroenterology; Antibiotics; Clinical trial; Pathology; Alternative medicine","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":[0.000143463,0.00009487625,0.0005914588,0.0001066554,0.00001722742,0.000003385356,0.00003864148,0.00009838239,0.00004902792],"category_scores_gemma":[0.00005287496,0.00006069289,0.0001136918,0.0001426609,0.0001518586,0.00006330778,0.0000340401,0.000159187,0.000008223129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002059815,"about_ca_system_score_gemma":0.00008471697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004927139,"about_ca_topic_score_gemma":0.000005551899,"domain_scores_codex":[0.998723,0.00007469608,0.000756101,0.0001250866,0.0001885532,0.0001325149],"domain_scores_gemma":[0.9992395,0.0001277733,0.0003061697,0.00008289122,0.00008952638,0.0001541254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001701471,0.002527246,0.9925184,0.00003049146,0.0001954976,0.0002471652,0.0001459659,0.000001593538,0.00006966068,0.00005445025,0.00006033887,0.002447754],"study_design_scores_gemma":[0.008781516,0.004617591,0.9834424,0.0001159605,0.000117531,0.00006532374,0.000160136,0.00007522677,0.002417256,0.0001020776,0.00004405943,0.00006088083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987215,0.0005504765,8.338102e-8,0.000197412,0.0001302502,0.0001701855,0.000006810124,0.000005420199,0.0002178323],"genre_scores_gemma":[0.9994598,0.0002798075,0.0001076482,0.00009149645,0.00002567225,7.878341e-7,0.00001002797,0.000009212732,0.00001554263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009075924,"threshold_uncertainty_score":0.2474984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100890437252504,"score_gpt":0.3398235191996883,"score_spread":0.3188146148271632,"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."}}