{"id":"W4412930257","doi":"10.1007/s00383-025-06144-1","title":"The impact of gender on pediatric surgical access and outcomes in Africa","year":2025,"lang":"en","type":"review","venue":"Pediatric Surgery International","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Pediatric surgery; Medicine; General surgery; Surgery","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":[0.001136934,0.0006201119,0.001610971,0.002101437,0.0002066793,0.001281747,0.0007224311,0.0007809697,0.003852638],"category_scores_gemma":[0.003402548,0.0002933233,0.001214329,0.003548696,0.0004936097,0.001218774,0.0007571224,0.001063959,0.0002717304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007780853,"about_ca_system_score_gemma":0.00279567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006327638,"about_ca_topic_score_gemma":0.01444191,"domain_scores_codex":[0.9996141,0.00009668385,0.0001019068,0.00005865464,0.00008316637,0.0000456185],"domain_scores_gemma":[0.9985567,0.001003402,0.0002870786,0.00001078854,0.00009579498,0.00004617659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001911731,0.00004843835,0.003374706,0.125424,0.001445473,0.0001894914,0.0001987497,0.0003511194,0.0001771615,0.002201069,0.009844922,0.8565536],"study_design_scores_gemma":[0.0001710791,0.000399456,0.03302328,0.3263739,0.01093865,0.002847032,0.001651603,0.0003366158,0.0004164819,0.004604683,0.6191181,0.0001191564],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001284023,0.9996108,0.000008430093,0.0001005801,0.00003423085,9.547215e-7,0.00001256961,4.184818e-7,0.000103552],"genre_scores_gemma":[0.001169156,0.9986401,0.00003126714,0.0000758875,0.00004549949,0.000001601408,0.000009457669,4.246709e-7,0.0000266857],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006327638,"threshold_uncertainty_score":0.01288837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08841901929428907,"score_gpt":0.4313699800009033,"score_spread":0.3429509607066142,"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."}}