{"id":"W2121603804","doi":"10.1136/bmjopen-2012-000838","title":"Mental health effects from urban bed bug infestation ( <i>Cimex lectularius</i> L.): a cross-sectional study","year":2012,"lang":"en","type":"article","venue":"BMJ Open","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Fleurimont; Université de Montréal; Sante Montreal","funders":"Goddard Space Flight Center","keywords":"Bed bug; Medicine; Anxiety; Cross-sectional study; Mental health; Pittsburgh Sleep Quality Index; Psychiatry; Depression (economics); Public health; Sleep disorder; Infestation; Environmental health; Sleep quality; Nursing; Insomnia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002873808,0.0001990538,0.0001795088,0.0003726103,0.000369487,0.0003640557,0.0001727133,0.0002881121,0.001044816],"category_scores_gemma":[0.0007702462,0.0002029094,0.0002491802,0.0003573961,0.0002974215,0.000170296,0.0003002869,0.0003578255,0.00009902196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004890889,"about_ca_system_score_gemma":0.0002585989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03565025,"about_ca_topic_score_gemma":0.07068878,"domain_scores_codex":[0.9998197,0.000053665,0.00001034508,0.00003564021,0.00003869365,0.00004194472],"domain_scores_gemma":[0.999364,0.00007771949,0.0003358742,0.00002673695,0.00006306023,0.0001326852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007910063,0.00008941071,0.9983023,0.0000155609,0.00003938544,0.0001050665,0.0001762326,0.0000147583,0.0004094432,0.000003514073,0.00004551365,0.0007197369],"study_design_scores_gemma":[0.00000103349,0.00007485873,0.9997243,0.000001829758,0.000005302949,0.00003881088,0.0001146548,0.00001056593,0.00001123861,8.588729e-7,0.00001598083,5.715399e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997154,0.00006400245,0.00001196139,0.00001344388,0.000001091526,0.000006957097,0.00008743478,7.625229e-7,0.00009894891],"genre_scores_gemma":[0.9996971,0.00007395531,0.00003224555,0.00002083614,0.000002586065,0.000006384148,0.00009832654,3.259524e-7,0.00006813097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03565025,"threshold_uncertainty_score":0.07088548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06948318977431799,"score_gpt":0.44923852264337,"score_spread":0.379755332869052,"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."}}