{"id":"W4416283790","doi":"10.1001/jamainternmed.2025.6098","title":"Antibiotic Prophylaxis in Patients With Cirrhosis Presenting With Variceal Bleeding—Are We Treating the Past?—Reply","year":2025,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Antibiotic prophylaxis; Cirrhosis; Antibiotics; MEDLINE; Incidence (geometry)","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":[0.0001759728,0.0001932769,0.0003196859,0.0002503087,0.00008304781,0.00003075966,0.0001362399,0.00005040897,0.00003574943],"category_scores_gemma":[0.00003859308,0.00009465947,0.00003529414,0.0005299571,0.0001284806,0.0001485934,0.00002747507,0.0003620759,0.000003874309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008056599,"about_ca_system_score_gemma":0.00005262097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009675545,"about_ca_topic_score_gemma":0.00006639461,"domain_scores_codex":[0.9985843,0.00005405319,0.0003215631,0.0003076688,0.0004792218,0.0002532403],"domain_scores_gemma":[0.9991101,0.0002102747,0.0001690288,0.0002198851,0.000203256,0.00008747883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002009829,0.0001958676,0.9920245,0.0005968788,0.000520431,0.0001614276,0.001642554,0.000009575356,0.00005694281,0.00003618532,0.0001943377,0.002551427],"study_design_scores_gemma":[0.007783036,0.001493415,0.9804402,0.007482847,0.0009845142,0.00001641213,0.001040741,0.0002136731,0.0003585295,0.00002131981,0.00006615488,0.00009916263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851804,0.0001708394,0.0002892431,0.008044994,0.0001324817,0.0006348299,0.000005885679,0.00004076572,0.00550051],"genre_scores_gemma":[0.9979262,0.00003782185,0.00009759382,0.00106436,0.0002676766,0.00001622828,0.00002629287,0.00001890414,0.0005449701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127457,"threshold_uncertainty_score":0.3860101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0081258760563185,"score_gpt":0.2428924047139649,"score_spread":0.2347665286576464,"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."}}