{"id":"W2416839124","doi":"10.1097/dcr.0000000000000624","title":"Diverticular Abscess Managed With Long-term Definitive Nonoperative Intent Is Safe","year":2016,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Jewish General Hospital","funders":"","keywords":"Medicine; Diverticulitis; Surgery; Abscess; Diverticular disease; Retrospective cohort study; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000332444,0.0001627105,0.0002483988,0.00005116151,0.0001332866,0.000016717,0.0002456657,0.00003318339,0.0003459685],"category_scores_gemma":[0.0001143519,0.00007882624,0.0002218274,0.000186641,0.0002733485,0.00008221254,0.0001591306,0.00006161024,0.00009946179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007796009,"about_ca_system_score_gemma":0.0001248648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001892006,"about_ca_topic_score_gemma":0.00001355817,"domain_scores_codex":[0.9989538,0.00007197429,0.0001803196,0.0002801619,0.0003134058,0.0002003158],"domain_scores_gemma":[0.9987294,0.00007975225,0.0001004043,0.0005935694,0.0003073055,0.0001895886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002686128,0.001604195,0.9764344,0.0002198354,0.001360529,0.00008935552,0.0005951689,0.000005254223,0.004811642,0.001614692,0.002972768,0.007605998],"study_design_scores_gemma":[0.001670125,0.0002482656,0.9829289,0.0007445431,0.001166261,0.000009988379,0.0001311946,0.00001494166,0.01254739,0.0002492321,0.0001405369,0.0001486532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925344,0.000748243,0.0004900916,0.003808432,0.00007538078,0.0007442862,0.0001852678,0.00003790944,0.001375967],"genre_scores_gemma":[0.9974858,0.00008618666,0.00003166455,0.001304542,0.00002735555,0.0001257491,0.00001905758,0.00001784734,0.0009017958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007735746,"threshold_uncertainty_score":0.3788112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317264851813639,"score_gpt":0.2450384652336856,"score_spread":0.2318658167155493,"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."}}