{"id":"W2041600065","doi":"10.1503/cmaj.109-4491","title":"Bed bugs in hospitals: more than just a nuisance","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nuisance; Taxis; Infestation; Business; Medicine; Computer science; Operations management; Political science; Engineering; Transport engineering; Biology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000318271,0.00009436621,0.0002212226,0.0001588485,0.0001127899,0.00007383039,0.00011105,0.0002465867,0.01007397],"category_scores_gemma":[0.002591319,0.00007689992,0.00009780917,0.0002669819,0.0000447665,0.0001838578,0.000008638262,0.0006410753,0.0007442699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006156127,"about_ca_system_score_gemma":0.001511025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004216685,"about_ca_topic_score_gemma":0.005151059,"domain_scores_codex":[0.998224,0.0000688426,0.0003880411,0.0001193039,0.0007625036,0.0004373403],"domain_scores_gemma":[0.997368,0.00009396429,0.0001192983,0.00008219814,0.0003127093,0.002023867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003771396,0.00006923113,0.7694725,0.00001222067,0.00004048772,0.0006867287,0.0003099985,0.000001483529,0.000005918318,0.000430659,0.2144924,0.01447456],"study_design_scores_gemma":[0.0009705725,0.00004447565,0.9562109,0.0001091781,0.00001883254,0.000258479,0.0009360581,0.0005599869,0.00000231335,0.0005225513,0.04026645,0.0001002119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8619311,0.0002439782,0.00002804681,0.1298147,0.0002808707,0.0002064358,0.00001617372,0.0000184305,0.007460284],"genre_scores_gemma":[0.9736994,0.0001497756,0.0001130873,0.02498572,0.0003854197,0.00002471236,0.00001839675,0.000009900505,0.0006136285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1867384,"threshold_uncertainty_score":0.990831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008324845127178035,"score_gpt":0.2652795832903396,"score_spread":0.2569547381631616,"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."}}