{"id":"W2176625697","doi":"10.1258/td.2008.080144","title":"Neurological disorders in rural Africa: a systematic approach","year":2009,"lang":"en","type":"article","venue":"Tropical Doctor","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Savoy Foundation; Epilepsy Foundation","keywords":"Medicine; Neurological disorder; Pediatrics; Disease; Diagnostic test; Central nervous system disease; Intensive care medicine; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005171328,0.0001231523,0.0003780272,0.00007487991,0.00002519031,0.00001558418,0.00008290224,0.0000721001,0.00007820404],"category_scores_gemma":[0.000193946,0.00007372143,0.0001039553,0.0001842185,0.00005006348,0.00003137611,0.00001802637,0.0002396587,0.0001138138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004719149,"about_ca_system_score_gemma":0.00002291753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007860454,"about_ca_topic_score_gemma":0.000005303893,"domain_scores_codex":[0.9987937,0.0001196031,0.000235688,0.0001944102,0.0002847956,0.000371853],"domain_scores_gemma":[0.9994379,0.00008275898,0.00002088557,0.0002149011,0.00001409369,0.0002295037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001929762,0.006594507,0.9610278,0.00322073,0.000111697,0.0005123997,0.0003881757,0.00001039403,0.0003142703,0.01968038,0.0007550625,0.005454818],"study_design_scores_gemma":[0.002011221,0.00210204,0.9933268,0.0001719273,0.00003347499,0.00002929643,0.00003855601,0.001248565,0.000004669721,0.0008655171,0.00009160789,0.00007633453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854673,0.000346269,0.0001742278,0.003060231,0.00002437125,0.001083768,0.000001547706,0.00007295522,0.009769307],"genre_scores_gemma":[0.9984566,0.00003286924,0.0006498635,0.000190994,0.00005291762,0.00008750555,0.000006390754,0.000005954392,0.0005169013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03229899,"threshold_uncertainty_score":0.3006273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522920662347424,"score_gpt":0.2907556860971545,"score_spread":0.2655264794736803,"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."}}