{"id":"W2991095301","doi":"10.7759/cureus.6236","title":"Duodenal Diverticulitis: To Operate or Not To Operate?","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon Regional Health Authority","funders":"","keywords":"Medicine; Diverticulitis; Duodenum; Surgery; Perforation; Common bile duct; Diverticulum (mollusc); Complication; General surgery; Radiology","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":[0.0006169269,0.0006184994,0.0007218648,0.0007643274,0.001303197,0.001001878,0.000539165,0.003831087,0.002246195],"category_scores_gemma":[0.003426603,0.0002371812,0.0003911884,0.0004374739,0.00143931,0.001920578,0.0006321869,0.002411189,0.0006804531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004798016,"about_ca_system_score_gemma":0.0008550293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005635217,"about_ca_topic_score_gemma":0.001539042,"domain_scores_codex":[0.9996194,0.00008840607,0.00005029724,0.00004969599,0.00007250522,0.000119805],"domain_scores_gemma":[0.9990194,0.0003520181,0.0001857244,0.0000270908,0.00006500004,0.0003508163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00113354,0.0004189817,0.1936765,0.001182091,0.000164509,0.5550836,0.001185119,0.0007871407,0.004847233,0.00382426,0.03775005,0.199947],"study_design_scores_gemma":[0.0001891128,0.0004160072,0.05086644,0.001847258,0.000188535,0.8957424,0.007780262,0.001116411,0.001177783,0.0104568,0.03005194,0.0001670536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6262965,0.1585984,0.006354946,0.1721174,0.009539189,0.0001012351,0.0002463186,0.0003571784,0.02638888],"genre_scores_gemma":[0.9222341,0.03915257,0.003413835,0.01723844,0.01529187,0.00004105158,0.0002627866,0.00004952413,0.002315986],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003831087,"threshold_uncertainty_score":0.007514298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291374831976565,"score_gpt":0.3059407405399461,"score_spread":0.2830269922201804,"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."}}