{"id":"W879544018","doi":"10.31542/j.muse.200","title":"Bed bugs (Cimex lectularius): Biology and their Role as Pests to Humans","year":2014,"lang":"en","type":"article","venue":"MacEwan University Student eJournal","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Bed bug; Cimex lectularius; Biology; Toxicology; Pyrethroid; Zoology; Ecology; Hemiptera; Pesticide","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00008859727,0.0001168445,0.0002128545,0.0001349643,0.000276647,0.00003164583,0.0001319592,0.00005903233,0.0003463429],"category_scores_gemma":[0.00004591752,0.00009432605,0.00008124482,0.0001179082,0.00007723803,0.0000569997,0.0001318958,0.0001623953,0.00008978571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005105521,"about_ca_system_score_gemma":0.00003815452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006913902,"about_ca_topic_score_gemma":0.00004708368,"domain_scores_codex":[0.99929,0.00008135929,0.0001086269,0.0001929312,0.0001118322,0.0002152904],"domain_scores_gemma":[0.9993295,0.00004844819,0.00004726725,0.0001296596,0.00008143996,0.0003637008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003942788,0.000638361,0.9506748,0.00002544622,0.0003241017,0.0002155115,0.003691056,0.00002415343,0.006491777,0.01787455,0.003695805,0.0159501],"study_design_scores_gemma":[0.001828638,0.0008460907,0.8665981,0.00003226183,0.0001292856,0.0001615362,0.003990199,0.0001170827,0.0002410267,0.001226264,0.1246523,0.0001772006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765794,0.00005852322,0.001705811,0.003368244,0.00005560923,0.0001730827,0.00001543492,0.00003977982,0.01800411],"genre_scores_gemma":[0.9969298,0.00004822153,0.0001806661,0.001550249,0.00005487155,3.681877e-7,0.00001210136,0.000006210181,0.001217514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1209565,"threshold_uncertainty_score":0.3846505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007607894278683856,"score_gpt":0.2745606655777635,"score_spread":0.2669527712990796,"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."}}