{"id":"W1899128241","doi":"10.3171/2010.11.peds10428","title":"Factors affecting survival of infants with myelomeningocele in southeastern Uganda","year":2011,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Hydrocephalus; Population; Surgery; Survival analysis; Pediatrics; Survival rate; Cohort; Internal medicine","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":[0.0004537248,0.0001254947,0.0004275822,0.0009244694,0.00002734711,0.000007487129,0.00007885262,0.00005546683,0.00002301075],"category_scores_gemma":[0.0003422169,0.00008662101,0.0001294235,0.0007875159,0.00003581667,0.0002386422,0.00002226385,0.0003088914,0.000001271254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001281764,"about_ca_system_score_gemma":0.0001548319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001469156,"about_ca_topic_score_gemma":0.000006287386,"domain_scores_codex":[0.998643,0.00004528691,0.0006373864,0.0000826986,0.0003970209,0.0001945441],"domain_scores_gemma":[0.9986517,0.0002052601,0.000679701,0.0001208322,0.0002049007,0.0001376059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003653287,0.0001531402,0.996923,0.00009060778,0.00001392427,0.0001294489,0.001599873,0.0000115223,0.0004190292,0.000005877945,0.00003715321,0.0002511542],"study_design_scores_gemma":[0.0008083732,0.0007299181,0.9962986,0.00007504398,0.00009891998,0.0001854591,0.0008820562,0.00001021638,0.0007724156,0.00001110256,0.00004609536,0.00008187354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987208,0.00007456078,0.0001287657,0.00002237819,0.0004659536,0.00008034043,0.000005526949,0.000008406265,0.0004933262],"genre_scores_gemma":[0.9995193,0.00009101093,0.0001570701,0.00003245432,0.0001543854,3.747214e-7,0.000001182589,0.00001797429,0.00002627301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007985327,"threshold_uncertainty_score":0.3532302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05868945104069778,"score_gpt":0.2611494078413544,"score_spread":0.2024599568006566,"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."}}