{"id":"W4294793884","doi":"10.1503/cmaj.220139","title":"Management of acute diverticulitis","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; University of British Columbia","funders":"","keywords":"Diverticulitis; Medicine; Emergency department; General surgery; Emergency medicine; Medical emergency; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003535453,0.00004517928,0.0001126018,0.00009647839,0.0002655215,0.00001186176,0.00012829,0.00003740089,0.01229109],"category_scores_gemma":[0.00003642206,0.00004486361,0.0001071091,0.000213966,0.00001462756,0.00002966249,0.00004117589,0.0002988029,0.00005944138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006296412,"about_ca_system_score_gemma":0.0008363566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00031501,"about_ca_topic_score_gemma":0.00009433079,"domain_scores_codex":[0.9982729,0.000057391,0.0002134973,0.00007559102,0.001184349,0.0001962904],"domain_scores_gemma":[0.9987729,0.0000142069,0.00008404522,0.00009141803,0.0001556569,0.0008817756],"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":[0.00008275409,0.000646452,0.2706171,0.00006931366,0.006117843,0.01219494,0.0006455876,0.00002600006,0.00006950003,0.01763622,0.5429213,0.148973],"study_design_scores_gemma":[0.001677681,0.0001233333,0.4396328,0.00005413042,0.0006656896,0.001063909,0.0009674251,0.0002114345,0.00001949576,0.0004522794,0.5550255,0.0001063656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8258296,0.0007276716,0.0003707373,0.1078318,0.001056798,0.0004564901,0.0003054692,0.00003966816,0.06338174],"genre_scores_gemma":[0.99164,0.0001207072,0.0001403997,0.006245873,0.0001250534,0.00002099495,0.00002995161,0.000006473055,0.001670587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1690157,"threshold_uncertainty_score":0.9886118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006210328531088395,"score_gpt":0.2314568571361801,"score_spread":0.2252465286050917,"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."}}