{"id":"W4413014114","doi":"10.1056/nejmc2507763","title":"Malaria","year":2025,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Malaria; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001927121,0.00004740533,0.0001395584,0.0001071057,0.00001142616,0.00000420401,0.00004765947,0.00003214423,0.0001227185],"category_scores_gemma":[0.00008115135,0.00003023461,0.00002726757,0.0001270094,0.00001714326,0.00002836664,0.00000310319,0.0001746855,0.000003126529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001531445,"about_ca_system_score_gemma":0.00001190123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006727016,"about_ca_topic_score_gemma":0.000003944407,"domain_scores_codex":[0.9996148,0.00000968682,0.0001914109,0.00002605829,0.00009229808,0.00006571485],"domain_scores_gemma":[0.9997836,0.00004657782,0.00002235979,0.00004323941,0.00003561894,0.00006865276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001084434,0.00001407995,0.0006963139,0.00007259024,0.0001868514,0.00009159364,0.0001673134,0.002213796,0.03234864,0.006109999,0.1200218,0.8379686],"study_design_scores_gemma":[0.0297518,0.0005407743,0.0149139,0.0007702148,0.0002535842,0.0003853337,0.00009917969,0.01356655,0.007473439,0.01506478,0.9170219,0.0001585064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5460057,0.01327925,0.1870826,0.06522387,0.0140558,0.0001622916,0.000001922856,0.0002144076,0.1739742],"genre_scores_gemma":[0.9967335,0.0002490609,0.0002159146,0.0001613047,0.001641652,5.034373e-8,1.6962e-7,0.000003752079,0.0009945831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8378101,"threshold_uncertainty_score":0.1343681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006517495319415108,"score_gpt":0.2245901909613985,"score_spread":0.2180726956419833,"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."}}