{"id":"W2738009813","doi":"10.1111/eva.12516","title":"Altered life history strategies protect malaria parasites against drugs","year":2017,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Malaria Research and Control","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Environment Research Council; Department of Forestry and Natural Resources, Purdue University; Natural Sciences and Engineering Research Council of Canada; University of Edinburgh; Wellcome Trust; Sight Research UK; Royal Society; Wellcome","keywords":"Biology; Malaria; Life history; Mefloquine; Plasmodium falciparum; Ecology; Immunology","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":[0.0001988636,0.0002485941,0.0002979775,0.0001348873,0.0002372694,0.0005278569,0.0003178338,0.0005593696,0.001668837],"category_scores_gemma":[0.000746994,0.0002967915,0.0003082514,0.00008541,0.0004078957,0.0004922164,0.0003258745,0.0004173786,0.0001987902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004674341,"about_ca_system_score_gemma":0.0003600632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264279,"about_ca_topic_score_gemma":0.002311222,"domain_scores_codex":[0.9999043,0.00003474253,0.000003680685,0.00002119785,0.00001300488,0.00002314673],"domain_scores_gemma":[0.9997513,0.00004070086,0.0001084553,0.00003546686,0.00001449409,0.00004956084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008330403,0.0003487178,0.08179534,0.0002357531,0.0002973851,0.0005241456,0.0002064383,0.3824422,0.4820719,0.01516517,0.001241251,0.03483862],"study_design_scores_gemma":[0.0001566734,0.00298689,0.1607507,0.0000495541,0.0002288493,0.0009462063,0.0002434337,0.7704234,0.043346,0.01455329,0.006186807,0.0001282561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890165,0.0002748685,0.007106041,0.0003806425,0.00001139158,0.00001722965,0.0001362325,0.00008642872,0.002970642],"genre_scores_gemma":[0.9971623,0.0002370611,0.0018604,0.0001182571,0.000004703018,0.00001155734,0.00005922013,0.000008004949,0.0005383138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001668837,"threshold_uncertainty_score":0.005582809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272790683796884,"score_gpt":0.2977960628567107,"score_spread":0.2705169944770223,"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."}}