{"id":"W2981786000","doi":"10.1007/s00268-019-05239-w","title":"Waiting Too Long: The Contribution of Delayed Surgical Access to Pediatric Disease Burden in Somaliland","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Duke Global Health Institute, Duke University; Baylor University","keywords":"Medicine; Psychological intervention; Proxy (statistics); Burden of disease; Pediatrics; Disease burden; Disease; Emergency medicine; Surgery; Environmental health; Internal medicine; Nursing","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":[0.0006211137,0.0002785297,0.0002504693,0.001229668,0.0006047782,0.0008847581,0.0005083256,0.0004340151,0.002063684],"category_scores_gemma":[0.003523249,0.0002211474,0.0003785125,0.001814248,0.0004265282,0.0006810537,0.001160409,0.0008213581,0.0001092407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744729,"about_ca_system_score_gemma":0.001686346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02990877,"about_ca_topic_score_gemma":0.04612111,"domain_scores_codex":[0.9994998,0.0001134971,0.00006597525,0.00007845162,0.0001037252,0.0001384283],"domain_scores_gemma":[0.9969216,0.0004626405,0.001941463,0.00008545714,0.0002148212,0.0003740504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001745106,0.00001085386,0.9946856,0.00004385664,0.00003528762,0.0001356122,0.0003842853,0.0002013711,0.00006151665,0.0001284179,0.0003970821,0.00389847],"study_design_scores_gemma":[0.000001410979,0.00002494451,0.9974217,0.0001040807,0.0000282107,0.0002553253,0.001040701,0.0003880039,0.00003242167,0.00009466932,0.0006038995,0.000004532476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953558,0.001542486,0.0001441236,0.001024328,0.00002730739,0.000008932574,0.0008930602,0.000005399048,0.0009985536],"genre_scores_gemma":[0.9974933,0.00160355,0.0002660263,0.00008085336,0.00002550976,0.000007480577,0.0004475871,0.000002087204,0.00007358049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02990877,"threshold_uncertainty_score":0.0594694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609842736707079,"score_gpt":0.3134500078668729,"score_spread":0.2873515804998021,"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."}}