{"id":"W4408561869","doi":"10.46747/cfp.7103184","title":"Antibiotics for acute diverticulitis","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Diverticulitis; Antibiotics; Medicine; Computer science; Data science; General surgery; World Wide Web; Intensive care medicine; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00001650852,0.00009292072,0.0001541025,0.0001239115,0.000164255,0.00002863168,0.00009697656,0.00004104308,0.000002077784],"category_scores_gemma":[0.000008197168,0.00009607677,0.0001251618,0.000254994,0.00004625357,0.00004009378,0.00001422867,0.00004917301,0.00008649482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374036,"about_ca_system_score_gemma":0.0006034507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114302,"about_ca_topic_score_gemma":0.0006360249,"domain_scores_codex":[0.9993663,0.000005787528,0.00009936304,0.0001876115,0.0000655137,0.0002754525],"domain_scores_gemma":[0.9992258,0.00001429974,0.00001416427,0.0003045577,0.0001309027,0.0003103054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009068603,0.0003530166,0.003405206,0.0002236253,0.002031149,0.0001072008,0.00007727076,0.00001065554,0.02318951,0.1926256,0.6508195,0.1270666],"study_design_scores_gemma":[0.001575521,0.0001138787,0.2580323,0.0001927548,0.001989206,0.000001013578,0.000311523,0.0009932705,0.003515909,0.004269907,0.7287018,0.0003029655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.226782,0.001624173,0.004429632,0.01707341,0.0007342159,0.002211947,0.001190213,0.0001910111,0.7457634],"genre_scores_gemma":[0.8215839,0.0000219062,0.0004078388,0.1754331,0.00009257378,0.00001457772,0.0002202277,0.00001393145,0.002211896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7435515,"threshold_uncertainty_score":0.3917897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425179372031805,"score_gpt":0.2719147419567035,"score_spread":0.2576629482363854,"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."}}