{"id":"W2419029181","doi":"10.1097/dcr.0000000000000561","title":"The Decline of Elective Colectomy Following Diverticulitis","year":2016,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Interquartile range; Diverticulitis; Colectomy; Elective surgery; General surgery; Surgery; Colorectal surgery; Retrospective cohort study; Confidence interval; Internal medicine; Colorectal cancer; Abdominal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008521196,0.0001325195,0.0002206752,0.0006823419,0.0004517755,0.0007797594,0.0006935529,0.0004985093,0.001597222],"category_scores_gemma":[0.00747789,0.000148429,0.0003288563,0.001076953,0.0005507016,0.0005444187,0.0004140137,0.0008622642,0.0002279892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002309125,"about_ca_system_score_gemma":0.002838064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1155643,"about_ca_topic_score_gemma":0.1339312,"domain_scores_codex":[0.9992821,0.00006995912,0.00008178691,0.0001252531,0.0002560468,0.0001849019],"domain_scores_gemma":[0.9924665,0.0007048555,0.004230898,0.0002341216,0.001470641,0.0008929782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000486762,0.00001369498,0.9968641,0.0000229137,0.00001413715,0.00006491903,0.00007494679,0.00004932115,0.0001474093,0.0000303447,0.0001953271,0.002474146],"study_design_scores_gemma":[0.000001058394,0.00001871512,0.9994137,0.000007670231,0.000004595702,0.0001493756,0.00007908251,0.00009283003,0.00002800502,0.000007710973,0.000196079,0.000001052475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959444,0.001193597,0.0001720055,0.0007438716,0.00001335445,0.000009225092,0.000909003,0.00001097512,0.001003605],"genre_scores_gemma":[0.9986508,0.0005101311,0.00009900214,0.00007327903,0.00002158469,0.000003569194,0.0005148009,0.000002368101,0.0001244718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155643,"threshold_uncertainty_score":0.2297832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005925826266252448,"score_gpt":0.2472078719590569,"score_spread":0.2412820456928044,"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."}}