{"id":"W4404523674","doi":"10.1007/s00383-024-05905-8","title":"Effectiveness of primary repair for low anorectal malformations in Uganda","year":2024,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Congenital gastrointestinal and neural anomalies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"Fogarty International Center; Thrasher Research Fund; University of California Global Health Institute","keywords":"Medicine; Colostomy; Surgery; Pediatric surgery; Stage (stratigraphy); Incidence (geometry)","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":[0.0005937514,0.0002689325,0.0005089772,0.0005801133,0.0006383708,0.0006558904,0.0004571941,0.000430947,0.003842485],"category_scores_gemma":[0.005097569,0.0002007104,0.0005477131,0.0003818836,0.0005750325,0.0006321941,0.001153055,0.0005165243,0.0002396757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000840285,"about_ca_system_score_gemma":0.001302929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002655738,"about_ca_topic_score_gemma":0.004525309,"domain_scores_codex":[0.9993296,0.0003278247,0.00005495932,0.00005146432,0.00005296118,0.0001832154],"domain_scores_gemma":[0.9974399,0.000922185,0.0005225791,0.0001280011,0.0001818047,0.00080551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01675275,0.004603405,0.5789844,0.002900245,0.000638695,0.007993992,0.003291047,0.002160231,0.004741902,0.001310561,0.002366854,0.3742559],"study_design_scores_gemma":[0.0007256058,0.02857509,0.941304,0.00118356,0.0005194708,0.00978398,0.008674154,0.001229949,0.002545102,0.0004468047,0.00494722,0.00006500589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962325,0.002368219,0.00005679999,0.0002004819,0.00003863783,0.00001844923,0.00009101091,0.000005360804,0.0009885149],"genre_scores_gemma":[0.9982911,0.001155582,0.0001182724,0.00003595403,0.0000182626,0.00001594482,0.0000457476,0.000002639697,0.0003165586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003842485,"threshold_uncertainty_score":0.01285434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682210816649255,"score_gpt":0.2592826630088126,"score_spread":0.24246055484232,"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."}}