{"id":"W2343105840","doi":"10.1186/s13071-016-1527-0","title":"Predicting the geographical distributions of the macaque hosts and mosquito vectors of Plasmodium knowlesi malaria in forested and non-forested areas","year":2016,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Malaria Research and Control","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Wilmar International; Smithsonian Conservation Biology Institute; Directorate for Biological Sciences; Bill and Melinda Gates Foundation; Universitas Nasional; Ministry of Higher Education, Malaysia; University of Colorado Boulder; Institut Pertanian Bogor; Wellcome Trust; Smithsonian Institution","keywords":"Plasmodium knowlesi; Biology; Malaria; Parasitology; Entomology; Plasmodium (life cycle); Vector (molecular biology); Anopheles; Macaque; Tropical medicine; Ecology; Virology; Parasite hosting; Zoology; Plasmodium falciparum; Immunology; Plasmodium vivax","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":[0.00040091,0.0002878892,0.0001538674,0.0008034196,0.0001733911,0.0004157614,0.0002459757,0.0003002678,0.001011499],"category_scores_gemma":[0.001238161,0.0001129846,0.0003300366,0.0003360492,0.0001112153,0.0003537982,0.0003255178,0.0002185553,0.0002556245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519606,"about_ca_system_score_gemma":0.000311569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01711986,"about_ca_topic_score_gemma":0.02330735,"domain_scores_codex":[0.999911,0.00001722656,0.000005091616,0.00003553024,0.00001195439,0.00001927932],"domain_scores_gemma":[0.9994311,0.0002752439,0.0001263471,0.00002782475,0.00008849933,0.00005105304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000104497,0.00008717354,0.9145979,0.00004413352,0.00006290874,0.00009948877,0.00008551795,0.0685446,0.00151426,0.0001102374,0.0006581302,0.01409122],"study_design_scores_gemma":[0.0000184004,0.00008515703,0.5748655,0.0000222415,0.000041478,0.0001808455,0.0003002182,0.4225721,0.0008005899,0.0003620069,0.0007394138,0.00001210388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968337,0.0000753955,0.001840004,0.0000501096,0.000002589805,0.000008503895,0.0007710525,0.00006486377,0.0003536275],"genre_scores_gemma":[0.995454,0.00004413118,0.002708209,0.00000821953,0.000004644818,0.000008862869,0.001612184,0.000004986933,0.0001547534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01711986,"threshold_uncertainty_score":0.03404039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008194295760574732,"score_gpt":0.2561611439880045,"score_spread":0.2479668482274298,"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."}}