{"id":"W4402759265","doi":"10.3390/insects15100737","title":"Genome-Wide Search for Gene Mutations Likely Conferring Insecticide Resistance in the Common Bed Bug, Cimex lectularius","year":2024,"lang":"en","type":"article","venue":"Insects","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Co-creation place formation support program; Institute of Genetics; Japan Science and Technology Agency","keywords":"Cimex lectularius; Biology; Bed bug; Genetics; Insecticide resistance; Genome; Gene; Knockdown resistance; Hemiptera; Toxicology; Pesticide; Zoology; Ecology","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":[0.0002242641,0.0001226732,0.0001963446,0.0001650741,0.0001583253,0.0001161799,0.0001227451,0.0000689985,0.00005899257],"category_scores_gemma":[0.0002439459,0.00008936536,0.0001079896,0.0004575528,0.00008379108,0.00009660075,0.00002380948,0.0002588042,0.00005030118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008421186,"about_ca_system_score_gemma":0.0002188828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001313699,"about_ca_topic_score_gemma":0.0003689989,"domain_scores_codex":[0.9988744,0.00009099953,0.000282503,0.0002426056,0.0002156408,0.0002938363],"domain_scores_gemma":[0.9986526,0.0008979258,0.00002487619,0.0002389312,0.00009158169,0.00009409156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003494085,0.00463041,0.5189741,0.01033983,0.001657359,0.01644886,0.07112332,0.002818532,0.1448101,0.1932181,0.01970809,0.01277726],"study_design_scores_gemma":[0.00113762,0.0002325615,0.9680085,0.0002344509,0.0001450278,0.0001086457,0.0003766034,0.002010025,0.002800586,0.00936685,0.01536698,0.0002121557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830969,0.002505405,0.002148878,0.004221399,0.0001102273,0.0009447311,0.00005675403,0.0001053395,0.006810364],"genre_scores_gemma":[0.9963229,0.00005837674,0.0005685855,0.002306197,0.00007177381,0.0002267611,0.0001841595,0.00002262624,0.0002386096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4490345,"threshold_uncertainty_score":0.3644214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04903612850499697,"score_gpt":0.3296882891930405,"score_spread":0.2806521606880436,"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."}}