{"id":"W7117137911","doi":"10.64898/2025.12.22.25342813","title":"Acute kidney injury and death in severe falciparum malaria","year":2025,"lang":"","type":"article","venue":"medRxiv","topic":"Malaria Research and Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Creatinine; Renal function; Population; Coma (optics); Malaria; Kidney disease; Prospective cohort study","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":[0.004752531,0.0004964402,0.001178997,0.001317655,0.0004370256,0.0005852197,0.0004745794,0.0003745352,0.00165584],"category_scores_gemma":[0.007173845,0.0003393084,0.001606819,0.001990859,0.0003216886,0.0003721524,0.001443237,0.0006228212,0.0001228133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005482976,"about_ca_system_score_gemma":0.0008975108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003084554,"about_ca_topic_score_gemma":0.002721274,"domain_scores_codex":[0.9957979,0.002804252,0.000361789,0.0005440675,0.0002152583,0.000276741],"domain_scores_gemma":[0.9966797,0.0009522875,0.001365788,0.0002813628,0.000313522,0.0004074388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003823928,0.00007589647,0.9836245,0.000367614,0.003300575,0.0001836114,0.0001201267,0.001152514,0.0003485844,0.0001163939,0.0004654883,0.006420863],"study_design_scores_gemma":[0.0001801263,0.0006406086,0.9954669,0.00005831434,0.0009174444,0.0003215279,0.000101797,0.001540505,0.0001184252,0.0003350604,0.000307542,0.00001158604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947544,0.001890772,0.001039888,0.0001192192,0.00001835749,0.00007853537,0.001851358,0.00001039542,0.0002370308],"genre_scores_gemma":[0.9985622,0.000174966,0.0002630665,0.00002671076,0.00002163518,0.00005065632,0.0008495794,0.000002566269,0.00004866983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004752531,"threshold_uncertainty_score":0.02513409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253592123847812,"score_gpt":0.3007539745509203,"score_spread":0.2882180533124422,"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."}}