{"id":"W4308365853","doi":"10.1016/j.surg.2022.09.031","title":"Burden of antibiotics in patients with uncomplicated diverticulitis: Reply","year":2022,"lang":"en","type":"letter","venue":"Surgery","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Diverticulitis; Antibiotics; Antibiotic Stewardship; Antimicrobial stewardship; Intensive care medicine; Antibiotic therapy; Adverse effect; Stewardship (theology); Antibiotic resistance; Internal medicine; Microbiology","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":[0.00007750134,0.000187987,0.0005679512,0.0002906987,0.00003998712,0.000009370448,0.0001243036,0.0001161009,0.0004987536],"category_scores_gemma":[0.00007531386,0.0001624387,0.0001763395,0.0004661797,0.00007729721,0.00003411596,0.0001011888,0.0005127451,0.00002758482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009330565,"about_ca_system_score_gemma":0.000224138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000227815,"about_ca_topic_score_gemma":0.000001010701,"domain_scores_codex":[0.9983559,0.00007183573,0.0004020533,0.0003599762,0.0005503042,0.0002598935],"domain_scores_gemma":[0.9986898,0.0001506119,0.0001824168,0.0007234543,0.0001906141,0.0000631229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001376577,0.0002413222,0.3671004,0.0002864769,0.0001743192,0.000270927,0.00003088208,0.000006646283,0.000004018009,0.000004074439,0.6314334,0.0003098928],"study_design_scores_gemma":[0.0007010531,0.0001234164,0.6175821,0.000524527,0.0003713243,0.000006953263,0.0000251461,0.00001152974,0.000035394,0.0000289481,0.3803272,0.0002623503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.719128,0.0004410199,0.00001293874,0.2754461,0.0003199475,0.001377407,0.0006453057,0.0001347197,0.002494646],"genre_scores_gemma":[0.7051087,0.00004580055,0.00007345356,0.2844416,0.0003582241,0.00001892328,0.008866542,0.0000922511,0.0009945248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2511062,"threshold_uncertainty_score":0.6624057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541750727013047,"score_gpt":0.2181158329927627,"score_spread":0.2026983257226322,"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."}}