{"id":"W2509569617","doi":"10.1001/jamapediatrics.2016.1254","title":"Cerebral Oximetry in Ugandan Children With Severe Anemia","year":2016,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Hemoglobin structure and function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Anemia; Hemoglobin; Pediatrics; Hypoxemia; Cohort; Cohort study; Blood transfusion; Cerebral Malaria; Prospective cohort study; Internal medicine; Malaria; Immunology","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":[0.00009464527,0.0001237606,0.0001007755,0.00006347937,0.00003042839,0.00001801754,0.0001108441,0.0002177659,0.00003218257],"category_scores_gemma":[0.00008050316,0.00007867708,0.00003605535,0.0001809053,0.00002829092,0.000008058314,0.00004902032,0.00008939994,0.00001648152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002190563,"about_ca_system_score_gemma":0.00005954581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002537013,"about_ca_topic_score_gemma":0.00003943259,"domain_scores_codex":[0.9992117,0.00002672792,0.0001384793,0.0002769626,0.0001278651,0.0002182344],"domain_scores_gemma":[0.9995816,0.00001225502,0.00005755603,0.0002352911,0.00004442469,0.00006888324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001151894,0.00001711825,0.9565462,0.000007312107,0.000008850638,0.000002970193,0.000008565301,0.000004652752,0.01746718,0.00002452888,0.005812369,0.019985],"study_design_scores_gemma":[0.002471052,0.0002792384,0.968379,0.000005272175,0.00002332075,0.00009446173,0.00001333136,8.865804e-7,0.02073276,0.00007185752,0.007627066,0.0003018101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970334,0.0002109698,0.0008464995,0.0001993155,0.0001121783,0.0001013832,0.00003666738,0.00001409499,0.001445493],"genre_scores_gemma":[0.9973605,0.0001041332,0.0005690778,0.0002720986,0.001090012,0.000004505215,0.00006857265,0.00001786403,0.000513185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01968319,"threshold_uncertainty_score":0.3208359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003142153896867825,"score_gpt":0.1939536946345072,"score_spread":0.1908115407376394,"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."}}