{"id":"W2980040143","doi":"10.1371/journal.pone.0223423","title":"Prevalence of surgically correctable conditions among children in a mixed urban-rural community in Nigeria using the SOSAS survey tool: Implications for paediatric surgical capacity-building","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Global Health and Surgery","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Population; Cross-sectional study; Pediatrics; Environmental health","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":[0.000939998,0.0001798326,0.0001929698,0.0009871155,0.0003801356,0.0004421361,0.0002329357,0.0002140473,0.00112404],"category_scores_gemma":[0.002125654,0.0002380459,0.0002100845,0.001017577,0.0003746102,0.0004619613,0.0005500863,0.0003058436,0.00009910575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003304733,"about_ca_system_score_gemma":0.0005540472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009791399,"about_ca_topic_score_gemma":0.01934568,"domain_scores_codex":[0.9994767,0.0001990067,0.00009123862,0.0000552724,0.0001005147,0.00007713205],"domain_scores_gemma":[0.9992538,0.0001996702,0.0003361249,0.00002319153,0.00008315067,0.0001040414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001123402,0.00001818974,0.9977303,0.00003112945,0.000004214834,0.00006665994,0.0008503892,0.00001765693,0.0001119417,0.000013217,0.00004898962,0.001096108],"study_design_scores_gemma":[0.000001651502,0.00006773318,0.9936007,0.00004633773,0.000005518983,0.0002808672,0.005697009,0.00007618563,0.00005879258,0.00001612947,0.0001458303,0.000003249478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993051,0.00008879792,0.00003770077,0.00004404897,0.000002555982,0.00001987627,0.0002216438,0.000001070809,0.0002792607],"genre_scores_gemma":[0.9994185,0.0001870831,0.0001673877,0.0000156523,0.000001807838,0.00002875498,0.0001277966,5.627725e-7,0.00005247483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009791399,"threshold_uncertainty_score":0.01946884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06387979027711238,"score_gpt":0.298173654911553,"score_spread":0.2342938646344406,"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."}}