{"id":"W4381436376","doi":"10.1371/journal.ppat.1011448","title":"Selection for insecticide resistance can promote Plasmodium falciparum infection in Anopheles","year":2023,"lang":"en","type":"article","venue":"PLoS Pathogens","topic":"Malaria Research and Control","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Bill and Melinda Gates Foundation","keywords":"Biology; Permethrin; Anopheles gambiae; Plasmodium falciparum; Anopheles; Malaria; Pyrethroid; Vector (molecular biology); Insecticide resistance; Toxicology; Pesticide; Virology; Immunology; Ecology; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003219576,0.0001228965,0.000235568,0.0003314979,0.0001071581,0.00002262343,0.00004557749,0.0001037666,0.0000313399],"category_scores_gemma":[0.0008724948,0.0001166702,0.00007663263,0.00075033,0.00002299305,0.00005621505,0.00001959875,0.0001985734,0.00003820175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001703013,"about_ca_system_score_gemma":0.0001958052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001765943,"about_ca_topic_score_gemma":0.007950927,"domain_scores_codex":[0.9986779,0.00006564257,0.0002154212,0.000297928,0.0002617245,0.0004813932],"domain_scores_gemma":[0.9994058,0.0001041045,0.00004849704,0.0001609985,0.0001506776,0.0001298957],"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":[0.001972324,0.0003816918,0.1739946,0.0006544925,0.0001274626,0.00009140874,0.0004960709,0.00005825079,0.8173912,0.000841827,0.001897469,0.002093209],"study_design_scores_gemma":[0.006266935,0.001442804,0.8267131,0.0003738119,0.0001589521,0.00002437714,0.0001005988,0.02700809,0.1298544,0.00214223,0.005527055,0.0003876483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942798,0.0000269673,0.0002344148,0.002981015,0.00009390926,0.001408545,0.00006013526,0.0002074816,0.0007077466],"genre_scores_gemma":[0.9960046,0.00006259279,0.0003716795,0.00009963468,0.0001934468,0.000708929,0.00007955547,0.00003155064,0.002448007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6875368,"threshold_uncertainty_score":0.4757672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03363940308723869,"score_gpt":0.2892696336850955,"score_spread":0.2556302305978568,"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."}}