{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001950894,0.0001452896,0.0002065225,0.00009540755,0.0006739325,0.0000637531,0.0003557532,0.00009792862,0.0006356148],"category_scores_gemma":[0.0001900488,0.0001378267,0.0001102457,0.00005488921,0.0002999692,0.0003062358,0.00008225944,0.0003003113,0.0004996178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002695571,"about_ca_system_score_gemma":0.001154008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001253616,"about_ca_topic_score_gemma":0.000009583769,"domain_scores_codex":[0.9987343,0.00004610454,0.0002272024,0.0003479044,0.0003314228,0.0003130748],"domain_scores_gemma":[0.998127,0.00005363957,0.0001479683,0.001161894,0.0001957208,0.0003137947],"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":[0.000842165,0.001214335,0.01095876,0.0003316834,0.0004851765,0.00002900355,0.0003297567,0.00009095958,0.03726291,0.7606679,0.1713881,0.01639928],"study_design_scores_gemma":[0.001634041,0.0001106859,0.5584143,0.00003790892,0.00006247989,0.00001794999,0.0001703796,0.002701596,0.00006547102,0.005911765,0.4306521,0.0002212591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04459476,0.01525778,0.06377385,0.1590959,0.0006119739,0.01616834,0.0002985203,0.001195121,0.6990038],"genre_scores_gemma":[0.9864858,0.0001111384,0.002245583,0.0004029612,0.0007409225,0.003209952,0.0001415515,0.00002108131,0.006641019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.941891,"threshold_uncertainty_score":0.6959536,"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."}}