{"id":"W4400071704","doi":"10.1016/j.yasu.2024.04.017","title":"Current Management of Diverticulitis","year":2024,"lang":"en","type":"review","venue":"Advances in Surgery","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Diverticulitis; General surgery; Current (fluid); Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008502047,0.0001756068,0.000982685,0.0002387189,0.00001041836,0.000006251278,0.00008232951,0.00004018979,0.00005213528],"category_scores_gemma":[0.00001508324,0.0001313833,0.000566316,0.0005179239,0.00004487124,0.00006141567,0.00009970623,0.0001360862,0.0002042955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006341538,"about_ca_system_score_gemma":0.00009223125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001185417,"about_ca_topic_score_gemma":4.694432e-7,"domain_scores_codex":[0.9988409,0.00002989254,0.0005025111,0.0002740818,0.0001999155,0.0001526527],"domain_scores_gemma":[0.9993578,0.0001041502,0.00009418422,0.0003528922,0.00002657403,0.00006446755],"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":[0.000002233465,0.0001223209,0.0001161825,0.08525714,0.0001288388,0.0001301146,0.000003809439,1.610103e-7,4.165957e-9,0.001070235,0.0009710293,0.9121979],"study_design_scores_gemma":[0.00003421599,0.000003956165,0.0001555955,0.08457615,0.002125323,0.00001133088,0.000007134598,9.352206e-7,1.30481e-7,0.0002771314,0.9127033,0.0001048439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005734191,0.9967158,0.00002846603,0.00001276687,0.0005518779,0.0003985403,0.00004107706,0.00002947186,0.002216288],"genre_scores_gemma":[0.00006125163,0.9992998,0.00006106424,0.0000100652,0.00004750751,0.000237081,0.0001522283,0.00001971265,0.0001113168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9120931,"threshold_uncertainty_score":0.5357656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06349150554094067,"score_gpt":0.4061359464426294,"score_spread":0.3426444409016887,"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."}}