{"id":"W2603831391","doi":"10.1186/s12936-017-1788-x","title":"Genotypic and phenotypic characterization of G6PD deficiency in Bengali adults with severe and uncomplicated malaria","year":2017,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Thailand Research Fund; National Institute for Health and Care Research; Infectious Diseases Society of America; University of British Columbia; Wellcome Trust; Medical Research Council; National Foundation for Infectious Diseases; Wellcome; National Health and Medical Research Council; Royal Golden Jubilee (RGJ) Ph.D. Programme; Pfizer","keywords":"Malaria; Bengali; Tropical medicine; Parasitology; Plasmodium falciparum; Genotype; Phenotype; Medicine; Biology; Genetics; Virology; Immunology; Pathology; Natural language processing; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001437388,0.0002396023,0.0001900531,0.0006559764,0.0003593067,0.0003801376,0.0003261729,0.0002708967,0.001710205],"category_scores_gemma":[0.001056998,0.0001301026,0.0001273051,0.0007820491,0.0003272603,0.0002077468,0.0003261925,0.0001967101,0.0003473345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003502242,"about_ca_system_score_gemma":0.0001707407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009662679,"about_ca_topic_score_gemma":0.006701175,"domain_scores_codex":[0.9997901,0.000038288,0.00002901707,0.0000463933,0.00004214653,0.00005402347],"domain_scores_gemma":[0.9997427,0.00003749971,0.0001074255,0.00001880249,0.00004085373,0.00005270002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009049849,0.00002386414,0.9952217,0.00001239391,0.00001021053,0.00075391,0.0005182205,0.00002378375,0.001563488,0.00002702037,0.00009836052,0.001656683],"study_design_scores_gemma":[0.000002867286,0.00007845987,0.9971333,0.000003948927,0.000006815174,0.001719099,0.0005777657,0.00004876881,0.0001649674,0.00001443503,0.0002470862,0.000002440234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992468,0.00007904993,0.00002838449,0.00003373366,0.000001508912,0.000008506307,0.0001928552,0.000002678868,0.0004064087],"genre_scores_gemma":[0.9996829,0.00004431173,0.00003419678,0.00001669113,0.00000314108,0.000005676355,0.0001164112,8.545244e-7,0.00009576784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009662679,"threshold_uncertainty_score":0.0192129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103381717660106,"score_gpt":0.2489411767569121,"score_spread":0.2379073595803111,"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."}}