{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002691737,0.0004183658,0.0008335364,0.0006132693,0.0002173522,0.0008781324,0.0004450245,0.0004654266,0.001197697],"category_scores_gemma":[0.007503987,0.0003666684,0.001640017,0.001288416,0.0002282408,0.0005174078,0.0006105533,0.00071012,0.00009073315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732019,"about_ca_system_score_gemma":0.0004788917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003192107,"about_ca_topic_score_gemma":0.003008681,"domain_scores_codex":[0.9982916,0.0008483712,0.0001788685,0.0003169352,0.000195194,0.0001691463],"domain_scores_gemma":[0.9957443,0.001489719,0.001893804,0.0002824536,0.0002648623,0.0003249716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007287043,0.00001240188,0.9949339,0.00008393792,0.0007115803,0.0000837002,0.00002869675,0.0002099953,0.0001040072,0.00001658055,0.00009608949,0.002990484],"study_design_scores_gemma":[0.00002511048,0.0002000137,0.9977059,0.00004822313,0.0005516392,0.0002686624,0.00006818715,0.0007934005,0.00008588425,0.00003831202,0.0002072413,0.000007535075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991582,0.006770976,0.0004651732,0.0001410817,0.00002705908,0.0000144354,0.0006571712,0.000008488517,0.0003336076],"genre_scores_gemma":[0.9989157,0.0005149615,0.0001647915,0.00001728767,0.00002394456,0.000007126339,0.0003102493,0.000002842155,0.00004325034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003192107,"threshold_uncertainty_score":0.01423538,"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."}}