{"id":"W2888794634","doi":"10.14745/ccdr.v40i07a02","title":"Summary of recommendations for the diagnosis and treatment of malaria by the Committee to Advise on Tropical Medicine and Travel (CATMAT)","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Malaria Research and Control","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Health Canada; University of Manitoba; Children's Hospital Research Institute of Manitoba; Canadian Armed Forces; University Health Network; Toronto General Hospital; Manitoba Health; University of Victoria; Children's Hospital of Eastern Ontario","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Malaria; Medicine; Context (archaeology); Gold standard (test); Intensive care medicine; Parasitemia; Public health; Environmental health; Medical emergency; Family medicine; Pathology; Geography; Plasmodium falciparum; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.009921658,0.001328604,0.001844792,0.005890483,0.002355534,0.003166685,0.006807939,0.005840786,0.03331771],"category_scores_gemma":[0.06586321,0.00100353,0.003900182,0.005159924,0.0009927962,0.001652951,0.001575048,0.006446896,0.01233265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02764157,"about_ca_system_score_gemma":0.1031332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6071807,"about_ca_topic_score_gemma":0.6667441,"domain_scores_codex":[0.9881482,0.002947004,0.002269969,0.0004764266,0.005233795,0.0009247037],"domain_scores_gemma":[0.9097568,0.007823193,0.00451874,0.0007959132,0.07270914,0.004396268],"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":[0.00005063901,0.00004188524,0.001004265,0.006125603,0.0001082647,0.0001140411,0.0001234818,0.0002530353,0.00008356449,0.0008300739,0.9197392,0.07152586],"study_design_scores_gemma":[0.0004095728,0.00005496468,0.01016482,0.05392921,0.0007051026,0.0002887509,0.0003536555,0.0004788733,0.0001601544,0.001803088,0.9315357,0.0001161346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002322605,0.2115673,0.0124014,0.4492285,0.04364439,0.02109999,0.07177829,0.00123003,0.1867275],"genre_scores_gemma":[0.03754389,0.3699805,0.1794233,0.1486386,0.009268403,0.02505041,0.1106883,0.000547064,0.1188594],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3928193,"threshold_uncertainty_score":0.7902653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03790871446087558,"score_gpt":0.3119144261349637,"score_spread":0.2740057116740882,"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."}}