{"id":"W4362587979","doi":"10.3390/microorganisms11040923","title":"Pediatric Malaria with Respiratory Distress: Prognostic Significance of Point-of-Care Lactate","year":2023,"lang":"en","type":"article","venue":"Microorganisms","topic":"Malaria Research and Control","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Women and Children’s Health Research Institute; Toronto General Hospital; University of Alberta","funders":"Canadian Institutes of Health Research; Grand Challenges Canada; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Medicine; Hyperlactatemia; Lactic acidosis; Malaria; Internal medicine; Respiratory distress; Hazard ratio; Anemia; Surgery; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002037508,0.0001472968,0.0003559566,0.0001942793,0.00004222308,0.00001187441,0.0001665107,0.00007600456,0.000242883],"category_scores_gemma":[0.0002313802,0.0001132066,0.00007077924,0.0007542189,0.0001146941,0.00004932921,0.00005944904,0.0001946169,0.00009515172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003279947,"about_ca_system_score_gemma":0.0003506009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000272953,"about_ca_topic_score_gemma":0.0000151461,"domain_scores_codex":[0.9986439,0.00006663288,0.00029666,0.0002655452,0.0003752112,0.0003519944],"domain_scores_gemma":[0.9989072,0.0001298273,0.0001341289,0.0003673368,0.000308398,0.0001530827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001073789,0.0001728574,0.1537292,0.001945175,0.0001149755,0.0003335587,0.000763751,0.000006615999,0.8383729,0.0005589884,0.001561841,0.001366307],"study_design_scores_gemma":[0.004753008,0.002679932,0.6100029,0.0002164636,0.0003332145,0.00001944809,0.001330631,0.00001833113,0.3793005,0.0001076184,0.0009771535,0.0002608],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954773,0.0009368121,0.000292684,0.0009590093,0.0000583927,0.001107345,0.0001389558,0.0001133198,0.0009161676],"genre_scores_gemma":[0.9987362,0.00004017344,0.0004734461,0.00006908167,0.0001135034,0.00004563558,0.00005564292,0.00004033156,0.0004259633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4590724,"threshold_uncertainty_score":0.4616432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127237135413828,"score_gpt":0.2519018461599015,"score_spread":0.2406294748057632,"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."}}