{"id":"W2806328579","doi":"10.1007/s00268-018-4691-x","title":"Out‐of‐Pocket and Catastrophic Expenses Incurred by Seeking Pediatric and Adult Surgical Care at a Public, Tertiary Care Centre in Uganda","year":2018,"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":"Montreal Children's Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Health care; Emergency medicine; Public health; Pediatric hospital; Tertiary care; Population; Pediatrics; Family medicine; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004626906,0.0002037984,0.0007595937,0.0007050012,0.0001002254,0.00002463071,0.00005890281,0.00009714885,0.000073312],"category_scores_gemma":[0.0003168343,0.0001670562,0.0001419412,0.0003736809,0.0001468455,0.0001779094,0.00008069019,0.0003262826,0.000002381056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519988,"about_ca_system_score_gemma":0.0003683032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007137344,"about_ca_topic_score_gemma":0.0004685757,"domain_scores_codex":[0.9977636,0.0001493301,0.000919784,0.0002234636,0.0004222923,0.0005215249],"domain_scores_gemma":[0.9977213,0.0005076344,0.0004344288,0.0001479369,0.0005952672,0.0005934556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005805097,0.00006224763,0.9696476,0.0005802829,0.00001964595,0.000748452,0.001609866,4.776112e-8,0.00005849396,0.000002712876,0.0165774,0.01011274],"study_design_scores_gemma":[0.005014025,0.0002588942,0.9263961,0.001799418,0.0002080962,0.001963631,0.00894498,0.00001544306,0.000554953,0.00001426922,0.05431442,0.0005157539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525476,0.04534545,9.931973e-7,0.001193625,0.0005858606,0.0001155626,0.00005583419,0.000009244486,0.000145813],"genre_scores_gemma":[0.9960166,0.002858819,0.00004675594,0.0003637833,0.0006060389,0.000001515512,0.00004237627,0.00001942129,0.00004474301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04346893,"threshold_uncertainty_score":0.6812354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604137080884667,"score_gpt":0.2687662938584078,"score_spread":0.2527249230495611,"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."}}