{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006551719,0.0003026688,0.0004082338,0.0008472274,0.0005275201,0.0004669874,0.0002811216,0.0003475923,0.0007538875],"category_scores_gemma":[0.003422878,0.0002924488,0.0002157062,0.00116496,0.0004684848,0.0004097709,0.0006819496,0.0005774482,0.00009098962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004141994,"about_ca_system_score_gemma":0.0005128033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004052305,"about_ca_topic_score_gemma":0.004975417,"domain_scores_codex":[0.9993795,0.0002062884,0.00008275874,0.00008817389,0.0001191826,0.0001241115],"domain_scores_gemma":[0.9988016,0.0002053508,0.0007270189,0.00005309554,0.0001017595,0.0001111251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004770229,0.00002225383,0.9976957,0.00002378553,0.000008899158,0.0003870377,0.0002702565,0.00001192952,0.00009736828,0.000009040637,0.00007251775,0.001353349],"study_design_scores_gemma":[0.000006605061,0.0001636112,0.9971621,0.00003150095,0.00001317416,0.001681138,0.0005618646,0.00005446755,0.00009045686,0.00001496672,0.0002168228,0.000003378381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993394,0.0002946139,0.00002792584,0.00003541517,0.000004218254,0.00001505686,0.00009716273,0.000001571616,0.0001846341],"genre_scores_gemma":[0.9995176,0.0002238543,0.00007450407,0.00003157359,0.00000574609,0.00002761492,0.00008331504,6.564441e-7,0.00003512854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004052305,"threshold_uncertainty_score":0.008057475,"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."}}