{"id":"W2953763924","doi":"10.1007/s00464-019-06882-z","title":"EAES and SAGES 2018 consensus conference on acute diverticulitis management: evidence-based recommendations for clinical practice","year":2019,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":228,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"European Association for Endoscopic Surgery and other Interventional Techniques; Society of American Gastrointestinal and Endoscopic Surgeons","keywords":"Diverticulitis; Medicine; Clinical Practice; Intensive care medicine; General surgery; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1882414,0.003358286,0.007263228,0.02097032,0.003230428,0.008914589,0.01143189,0.0178993,0.01184945],"category_scores_gemma":[0.3058244,0.002369717,0.01507399,0.01110357,0.002888083,0.00699001,0.01305651,0.01604957,0.00832027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01326871,"about_ca_system_score_gemma":0.08765898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009559652,"about_ca_topic_score_gemma":0.01121495,"domain_scores_codex":[0.8116999,0.09347484,0.06186184,0.003594717,0.02560127,0.003767563],"domain_scores_gemma":[0.6381592,0.1119289,0.03464824,0.009312579,0.1910928,0.01485825],"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":[0.0006867765,0.0004948971,0.003498931,0.1121353,0.002599457,0.000849745,0.004558817,0.002787103,0.0017518,0.008870156,0.5070294,0.3547376],"study_design_scores_gemma":[0.001256054,0.0004056763,0.005623193,0.3719051,0.003959389,0.0006826136,0.003276295,0.002432226,0.001314917,0.01955496,0.5891936,0.0003959102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008320536,0.1681778,0.08726003,0.5879948,0.06167425,0.03414725,0.01507229,0.001717989,0.03563512],"genre_scores_gemma":[0.0506874,0.1669277,0.63708,0.0597537,0.007937196,0.03948913,0.02631762,0.0006456413,0.01116175],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1882414,"threshold_uncertainty_score":0.9955274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277644604541889,"score_gpt":0.4280922999341686,"score_spread":0.3003278394799797,"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."}}