{"id":"W2542372422","doi":"10.3390/insects7040060","title":"Sodium Channel Mutations and Pyrethroid Resistance in Aedes aegypti","year":2016,"lang":"en","type":"review","venue":"Insects","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Knockdown resistance; Pyrethroid; Biology; Aedes aegypti; Sodium channel; Gene knockdown; Genetics; Aedes; Dengue fever; Gene; Virology; Toxicology; Biotechnology; Sodium; Pesticide; Botany; Ecology; Larva","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":[0.0003209117,0.0005484372,0.0007719465,0.001436225,0.0001400629,0.000477313,0.0004703256,0.000587813,0.002997028],"category_scores_gemma":[0.0004413282,0.0001796242,0.0004552677,0.00106654,0.0001762753,0.0007017078,0.0003255432,0.0006963265,0.00115183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000327738,"about_ca_system_score_gemma":0.0006512288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010994,"about_ca_topic_score_gemma":0.002043031,"domain_scores_codex":[0.9998877,0.00001595948,0.00002904133,0.00001891439,0.00003790465,0.00001040654],"domain_scores_gemma":[0.9998455,0.0000586671,0.00003527491,0.000003045268,0.00004557853,0.00001191083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009084967,0.00004925572,0.0004936555,0.02428582,0.0001334835,0.0002834077,0.00005869098,0.0002934006,0.003051592,0.001786115,0.02153381,0.9479399],"study_design_scores_gemma":[0.00002656229,0.0001990328,0.003120813,0.005238804,0.0003974616,0.003106,0.00007943234,0.0001603935,0.001491316,0.001200416,0.9849532,0.00002657899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002693112,0.9986722,0.00006394287,0.0001863453,0.00009696776,0.00000413033,0.00002688038,0.000005668523,0.0006745329],"genre_scores_gemma":[0.001094454,0.9980493,0.0001169943,0.0001499609,0.00006370479,0.000004657479,0.00004472824,8.447421e-7,0.0004753599],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002997028,"threshold_uncertainty_score":0.0100261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03510695189868106,"score_gpt":0.332680436345151,"score_spread":0.29757348444647,"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."}}