{"id":"W2912132239","doi":"10.1016/j.idc.2018.10.002","title":"Malaria","year":2019,"lang":"en","type":"review","venue":"Infectious Disease Clinics of North America","topic":"Malaria Research and Control","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Artesunate; Artemisinin; Malaria; Intensive care medicine; Severe Malaria; Combination therapy; Plasmodium falciparum; Immunology; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001809493,0.000495377,0.003149044,0.0003862857,0.00005129284,0.00002467878,0.0003122693,0.0002149694,0.0006593102],"category_scores_gemma":[0.001467626,0.0003972185,0.001965382,0.0006516733,0.0002215741,0.00005646778,0.0001609833,0.0009188506,0.00133962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036118,"about_ca_system_score_gemma":0.003222526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003981974,"about_ca_topic_score_gemma":0.000009494121,"domain_scores_codex":[0.9968734,0.0002395094,0.001149889,0.0006281478,0.0005850676,0.0005240314],"domain_scores_gemma":[0.9958922,0.0006724785,0.0008413365,0.001328565,0.0003340786,0.0009313098],"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":[0.0002044713,0.0005948812,0.005449431,0.0275258,0.0009109803,0.0001517047,0.00000269194,0.000002219957,4.505546e-9,0.00005883426,0.001140595,0.9639584],"study_design_scores_gemma":[0.001034504,0.0007214877,0.0054621,0.003544716,0.004894421,0.00002145628,9.700418e-7,0.00003940202,3.336812e-9,0.00002893264,0.9839337,0.0003182488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003902887,0.9930596,0.00009252058,0.0001239057,0.0004205082,0.002417896,0.0004769948,0.0001054045,0.003264176],"genre_scores_gemma":[0.0009145272,0.9961572,0.00003632366,0.0002977833,0.0004119755,0.0002259757,0.0007581605,0.0001010349,0.001097029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9827932,"threshold_uncertainty_score":0.9998479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04081247206763396,"score_gpt":0.3743016500325823,"score_spread":0.3334891779649483,"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."}}