{"id":"W4297103005","doi":"10.1016/s1473-3099(22)00518-7","title":"Fighting insecticide resistance in malaria control","year":2022,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"World Health Organization","keywords":"Insecticide resistance; Malaria; Resistance (ecology); Toxicology; Biology; Virology; Ecology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006754986,0.001612531,0.001569252,0.00122293,0.006442838,0.006717244,0.002412018,0.1356502,0.01422174],"category_scores_gemma":[0.03044618,0.001454508,0.001782635,0.0009581384,0.004405242,0.007200643,0.004205843,0.06215953,0.008984957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005532234,"about_ca_system_score_gemma":0.009329296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01752488,"about_ca_topic_score_gemma":0.02913691,"domain_scores_codex":[0.9929357,0.002528363,0.0005927508,0.0005784,0.001906385,0.001458341],"domain_scores_gemma":[0.9879614,0.0066483,0.0008319967,0.0002983015,0.001705609,0.002554468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004957639,0.00002771315,0.0001971536,0.00005920064,0.0000132319,0.000429666,0.0001297907,0.00004717996,0.000172613,0.005778726,0.9857959,0.007299353],"study_design_scores_gemma":[0.0001825283,0.0000768406,0.0009211595,0.0004032027,0.00004038513,0.0004112865,0.0003195643,0.000443958,0.0001861257,0.01378596,0.9831749,0.00005413526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001746191,0.001982881,0.00008169674,0.9709663,0.02079243,0.00001842371,0.00004407339,0.00001446132,0.005925081],"genre_scores_gemma":[0.00153756,0.0008992245,0.0001231738,0.9616995,0.02284114,0.00004415368,0.00001560604,0.00001397748,0.01282554],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1356502,"threshold_uncertainty_score":0.04757643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711606525108716,"score_gpt":0.2711684837068086,"score_spread":0.2540524184557214,"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."}}