{"id":"W2104839154","doi":"10.4314/eamj.v86i2.46931","title":"Encephalocele – A Single Institution African Experience","year":2009,"lang":"en","type":"article","venue":"East African Medical Journal","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Medicine; Encephalocele; Institution; Surgery; General 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005925368,0.0001780817,0.0004692087,0.0001612897,0.0002112062,0.00003610579,0.0002434445,0.0002046744,0.00297586],"category_scores_gemma":[0.00133237,0.0001278376,0.0001675406,0.0004917338,0.0004135285,0.0001504914,0.00003208096,0.0009056703,0.0001142656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002340487,"about_ca_system_score_gemma":0.0007782658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005397629,"about_ca_topic_score_gemma":0.000003374348,"domain_scores_codex":[0.9972559,0.0001292644,0.0005373516,0.0002621037,0.001233712,0.0005816292],"domain_scores_gemma":[0.9976891,0.00007407634,0.000136559,0.0001794076,0.00014268,0.001778195],"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":[0.001344872,0.003884065,0.005735615,0.00002177742,0.00007328582,0.01340452,0.007940988,0.000003751729,0.0203301,0.003667794,0.00776608,0.9358271],"study_design_scores_gemma":[0.008093768,0.008739597,0.08554188,0.0007420751,0.0001340195,0.04196874,0.005694917,0.0007313244,0.001621875,0.001622419,0.8443974,0.0007119408],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8359966,0.0003967866,0.003591571,0.03852531,0.0006639025,0.000173337,0.000001761348,0.0001133544,0.1205373],"genre_scores_gemma":[0.992855,0.00005898175,0.0008579316,0.004318006,0.001492874,0.000004778178,0.000002310004,0.000009551685,0.0004005947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9351152,"threshold_uncertainty_score":0.9979355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754542337695953,"score_gpt":0.3047152057894708,"score_spread":0.2771697824125113,"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."}}