{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006056409,0.00006816093,0.000188102,0.00004668325,0.00007089743,0.000009036444,0.00006695469,0.00006989697,0.0002264763],"category_scores_gemma":[0.0003020811,0.00004097949,0.00004191107,0.00008372722,0.0003429031,0.00003538083,0.00002115933,0.0002358112,0.000008891446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001706616,"about_ca_system_score_gemma":0.0001023298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002701094,"about_ca_topic_score_gemma":0.0004921131,"domain_scores_codex":[0.9993355,0.00007312278,0.000154205,0.0001225743,0.0001600835,0.0001544719],"domain_scores_gemma":[0.9994003,0.0001477489,0.00006949199,0.0002132914,0.0001039601,0.00006521541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.008559504,0.0002022455,0.1294459,0.0001278497,0.0001773808,0.00001082005,0.0007815143,0.000002140302,0.4087845,0.4497664,0.001285298,0.0008564846],"study_design_scores_gemma":[0.005922998,0.000129676,0.9855424,0.00001483073,0.00004670049,0.00002278566,0.0001162401,0.002036006,0.002981554,0.002684564,0.0004525806,0.00004968317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794061,0.0002820285,0.0001746565,0.01821206,0.0001414003,0.0004605413,0.000004777183,0.00001704339,0.001301448],"genre_scores_gemma":[0.998372,0.00001852696,0.0002353086,0.0001571147,0.0001235806,0.00003016478,0.000004193397,0.000007237362,0.001051844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8560964,"threshold_uncertainty_score":0.2479757,"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."}}