{"id":"W1943911315","doi":"10.1111/j.1558-5646.2010.01068.x","title":"CHEMOTHERAPY, WITHIN-HOST ECOLOGY AND THE FITNESS OF DRUG-RESISTANT MALARIA PARASITES","year":2010,"lang":"en","type":"article","venue":"Evolution","topic":"Malaria Research and Control","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Institute of General Medical Sciences; Biotechnology and Biological Sciences Research Council; Banff International Research Station for Mathematical Innovation and Discovery; University of Edinburgh; Darwin Trust of Edinburgh; Wellcome Trust","keywords":"Biology; Plasmodium chabaudi; Drug resistance; Malaria; Drug; Population; Ecology; Selection (genetic algorithm); Resistance (ecology); Host (biology); Plasmodium falciparum; Immunology; Pharmacology; Microbiology; Parasitemia; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003115934,0.00008054155,0.0001680247,0.0001974038,0.0001060871,0.0002393553,0.00008901325,0.000153069,0.0005159097],"category_scores_gemma":[0.001557543,0.0000898388,0.00007934494,0.0001342526,0.0002491603,0.0002404706,0.00009661909,0.0002100296,0.00007217198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002139222,"about_ca_system_score_gemma":0.00009232688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008231355,"about_ca_topic_score_gemma":0.001777757,"domain_scores_codex":[0.9998492,0.00008861264,0.000007444904,0.00001736773,0.00001760028,0.00001982184],"domain_scores_gemma":[0.9991835,0.0003667003,0.0002805121,0.000057027,0.0000436525,0.00006872547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001287132,0.0002712387,0.4975274,0.00008606509,0.000156179,0.0002760625,0.0001907741,0.01496825,0.44556,0.001139993,0.0002180536,0.03831872],"study_design_scores_gemma":[0.00002056866,0.0009852081,0.9531066,0.00001014775,0.00006459221,0.0005051889,0.0000929227,0.01804713,0.02585759,0.0003038931,0.0009895047,0.00001657758],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990292,0.0002993124,0.0004114668,0.00002374038,9.793069e-7,0.000003026529,0.00001078414,0.000002439971,0.0002191738],"genre_scores_gemma":[0.9996502,0.00007794346,0.0001776701,0.000006764805,0.000001076095,0.00000153808,0.0000112655,9.71115e-7,0.00007252751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008231355,"threshold_uncertainty_score":0.001725912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004790689572861154,"score_gpt":0.249878029801449,"score_spread":0.2450873402285879,"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."}}