{"id":"W4377939808","doi":"10.1503/cmaj.221454","title":"Bedbugs","year":2023,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Infestation; Pyrethroid; Computer science; Toxicology; Biology; Ecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002949743,0.000463254,0.0003610026,0.0002311978,0.002394828,0.0008398468,0.0006571233,0.006224598,0.07692116],"category_scores_gemma":[0.001687564,0.0001588325,0.0003043593,0.0001531506,0.000512658,0.0008966437,0.0005827644,0.005393331,0.02993209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001838998,"about_ca_system_score_gemma":0.001380459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01533529,"about_ca_topic_score_gemma":0.02976631,"domain_scores_codex":[0.9996413,0.0000652777,0.00002746537,0.00007267018,0.00009858875,0.00009477725],"domain_scores_gemma":[0.9996401,0.00006713108,0.00002319944,0.00001745407,0.0001038683,0.0001482034],"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":[0.00007746516,0.00006268494,0.001651792,0.00005857345,0.00000494407,0.007689547,0.00009667293,0.00002625181,0.0004180552,0.003195962,0.9535297,0.03318828],"study_design_scores_gemma":[0.00002941105,0.00007244015,0.001378193,0.000173589,0.000005834905,0.007078489,0.0002845149,0.0001209818,0.0001706888,0.002044895,0.9886299,0.00001115217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.008459763,0.007080324,0.000597183,0.6738591,0.02568185,0.0001257089,0.000559786,0.0003904695,0.2832458],"genre_scores_gemma":[0.05548996,0.004333443,0.0007632827,0.5357099,0.009241655,0.00008801889,0.0004386654,0.00009894124,0.3938361],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07692116,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472795917725795,"score_gpt":0.2657468244310661,"score_spread":0.2510188652538081,"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."}}