{"id":"W4310788471","doi":"10.1007/s43678-022-00415-9","title":"Just the facts: revisiting the role of antibiotics in acute uncomplicated diverticulitis","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University Health Network","funders":"","keywords":"Medicine; Diverticulitis; Antibiotics; Intensive care medicine; General surgery; MEDLINE; Microbiology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02217289,0.001153346,0.003590428,0.005089131,0.003064442,0.01121648,0.004081926,0.01105701,0.002700222],"category_scores_gemma":[0.1389365,0.001139247,0.001954495,0.003572481,0.01107362,0.0151541,0.004047633,0.02543293,0.001273174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01008651,"about_ca_system_score_gemma":0.02555258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04252263,"about_ca_topic_score_gemma":0.1168959,"domain_scores_codex":[0.9778626,0.008622625,0.005873369,0.001489772,0.005123015,0.001028631],"domain_scores_gemma":[0.8106631,0.1389654,0.01402872,0.003601265,0.0276385,0.005103001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001116288,0.0002540707,0.01518051,0.01716393,0.000924892,0.005952184,0.006531699,0.001130186,0.0006077862,0.02380319,0.380746,0.5465893],"study_design_scores_gemma":[0.0005070615,0.0004551252,0.01439827,0.06348071,0.001423696,0.006380813,0.01102375,0.001281681,0.0004462334,0.02848882,0.8717148,0.0003991219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003163396,0.4459342,0.0006034627,0.5177563,0.02729776,0.00002497324,0.0001091317,0.0000369993,0.005073731],"genre_scores_gemma":[0.06849272,0.5761938,0.003176683,0.220104,0.1305497,0.00006402674,0.0001436676,0.0001315027,0.001143927],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04252263,"threshold_uncertainty_score":0.1172628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05966572730069139,"score_gpt":0.3174082348998912,"score_spread":0.2577425075991998,"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."}}