{"id":"W2112081661","doi":"10.1016/j.jpedsurg.2015.10.065","title":"The burden of pediatric surgical disease in low-resource settings: Discovering it, measuring it, and addressing it","year":2015,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Burden of disease; Disease burden; Global health; Disease; Pediatric surgery; Resource (disambiguation); Stakeholder; Action plan; Public relations; Nursing; Surgery; Public health; Political science; Management; Pathology","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":[0.00167714,0.001144774,0.002176115,0.003522167,0.0003562251,0.001548468,0.001235147,0.001545111,0.00184783],"category_scores_gemma":[0.004477727,0.0003806202,0.001140635,0.004450075,0.0007065611,0.002117673,0.001106538,0.001847816,0.0003316676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00128339,"about_ca_system_score_gemma":0.005485439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007552207,"about_ca_topic_score_gemma":0.01711498,"domain_scores_codex":[0.9992112,0.0001581996,0.000160825,0.00009839148,0.0003028449,0.00006859164],"domain_scores_gemma":[0.9971962,0.001537967,0.0006253152,0.000027712,0.00046255,0.0001502234],"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":[0.000059891,0.00006869851,0.003945225,0.05040998,0.0005141016,0.0001679608,0.0001576968,0.0003357931,0.0002146156,0.002647811,0.02666986,0.9148084],"study_design_scores_gemma":[0.00005367486,0.0002461799,0.0330939,0.1542953,0.002429779,0.003738682,0.001646874,0.0005198291,0.0004456323,0.005393167,0.7979788,0.0001582433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001239175,0.9989154,0.00003335306,0.0006322847,0.0001065789,0.000002558633,0.00001834365,0.00000197758,0.0001656619],"genre_scores_gemma":[0.0006838331,0.9989058,0.0000877433,0.0001530095,0.0001212423,0.00000213047,0.00001597578,3.679134e-7,0.00002989595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007552207,"threshold_uncertainty_score":0.0150165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08226951351181876,"score_gpt":0.3511504021620993,"score_spread":0.2688808886502805,"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."}}