{"id":"W3186742883","doi":"10.1002/ps.6574","title":"Detection and monitoring of bed bugs (Hemiptera: Cimicidae): review of the underlying science, existing products and future prospects","year":2021,"lang":"en","type":"review","venue":"Pest Management Science","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Joseph Brant Hospital","funders":"","keywords":"Hemiptera; Biology; Bed bug; Heteroptera; Ecology","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":[0.0007466224,0.0007699574,0.001176665,0.002736885,0.000248135,0.0007534993,0.000756017,0.000911339,0.002877615],"category_scores_gemma":[0.0009320741,0.0003195626,0.0007527447,0.002317715,0.0004061102,0.001134844,0.0004154679,0.001036034,0.001021281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004555914,"about_ca_system_score_gemma":0.001019674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001610573,"about_ca_topic_score_gemma":0.002534541,"domain_scores_codex":[0.9997327,0.00004177126,0.00004996143,0.00005265006,0.000102993,0.00001997555],"domain_scores_gemma":[0.999275,0.0003801525,0.0001224054,0.00001632049,0.0001694432,0.00003668779],"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":[0.00007078944,0.00009101428,0.0002917066,0.05721236,0.0001340804,0.0001344033,0.0000635625,0.0002879412,0.002125199,0.001505691,0.01694307,0.9211402],"study_design_scores_gemma":[0.00003161908,0.0003380015,0.002951667,0.01577419,0.0006177977,0.00167103,0.0001247209,0.0001804936,0.0009114833,0.001235117,0.9761273,0.00003648564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000108134,0.9992673,0.00005026969,0.0001092496,0.00006096182,0.000004230632,0.00001563455,0.000004119393,0.000380002],"genre_scores_gemma":[0.0005947789,0.9989441,0.0001210352,0.00009970423,0.00005422427,0.000004419707,0.00002339722,6.053986e-7,0.0001577585],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002877615,"threshold_uncertainty_score":0.009626627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06993721200526809,"score_gpt":0.3666607507319672,"score_spread":0.2967235387266992,"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."}}