{"id":"W4415238498","doi":"10.1007/978-1-4614-8326-7_161","title":"Severe Malaria: Overview","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"","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":[0.0002705292,0.001101529,0.0006118366,0.00198675,0.000417272,0.001489789,0.0006778364,0.001092212,0.04884106],"category_scores_gemma":[0.0004143874,0.0004044235,0.0003658552,0.001917898,0.0003259857,0.001567921,0.001311022,0.00173505,0.01861071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008051701,"about_ca_system_score_gemma":0.001154848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00327973,"about_ca_topic_score_gemma":0.01009988,"domain_scores_codex":[0.9998738,0.00002696415,0.00000842633,0.00001529497,0.00005545151,0.00002002396],"domain_scores_gemma":[0.9998937,0.00003017225,0.00001130269,0.000005250861,0.00003374053,0.00002589208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002707556,0.00005310094,0.00008959883,0.001437584,0.000008077394,0.000104371,0.00007742324,0.000395194,0.0004076412,0.01075159,0.6461914,0.3404571],"study_design_scores_gemma":[0.000001917371,0.00001759978,0.0002342768,0.0004106733,0.000003628467,0.0001935434,0.00002695436,0.00003212071,0.00003165209,0.001830548,0.9972143,0.000002811887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007037359,0.6914371,0.003502185,0.009431078,0.01059541,0.0001390603,0.0007239687,0.0002709632,0.2831965],"genre_scores_gemma":[0.002843538,0.6203549,0.002875019,0.005291793,0.006448409,0.0001138166,0.000965003,0.00009755381,0.36101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04884106,"threshold_uncertainty_score":0.1633896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831915390550873,"score_gpt":0.2918803638628056,"score_spread":0.2635612099572969,"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."}}