{"id":"W4402414553","doi":"10.1097/dcr.0000000000003425","title":"Social Determinants of Health in Diverticulitis: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Diseases of the Colon & Rectum","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Diverticulitis; Diverticular disease; Context (archaeology); Social determinants of health; Health care; Demography; Public health; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002344228,0.0002491733,0.00328065,0.0001218449,0.00004990934,0.000007981065,0.0003807213,0.00007337056,0.00001763104],"category_scores_gemma":[0.0004638826,0.0001444507,0.001448242,0.0006257078,0.00009476026,0.00002038691,0.0002070246,0.0001521066,0.00003684646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698645,"about_ca_system_score_gemma":0.0009851777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003149431,"about_ca_topic_score_gemma":0.000007433272,"domain_scores_codex":[0.997426,0.0005130798,0.001280588,0.0002656598,0.0003181673,0.0001964514],"domain_scores_gemma":[0.9983532,0.00008837661,0.0007269734,0.0006398123,0.00009188162,0.00009972177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005666042,0.0002502147,0.00005712016,0.9736301,0.0002382792,0.000009145009,0.00003075229,1.117278e-8,2.576654e-8,0.0000860953,0.002388815,0.0233038],"study_design_scores_gemma":[0.0001302086,0.00005627783,0.0006838129,0.9694098,0.02126575,0.00001930628,0.00001573845,0.000003429623,2.299068e-7,0.0001247106,0.008169365,0.0001213367],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004746606,0.9947695,4.003276e-7,0.0004109457,0.0001055066,0.004231133,0.000363868,0.00002088229,0.00005032775],"genre_scores_gemma":[0.002143891,0.9966553,0.000002241918,0.0002997145,0.00002334928,0.0006578267,0.00006322622,0.000028475,0.0001260045],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02318246,"threshold_uncertainty_score":0.589053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05973658438402778,"score_gpt":0.4054654994322981,"score_spread":0.3457289150482704,"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."}}