{"id":"W3138329528","doi":"10.1186/s13223-021-00532-7","title":"Prevalence of adult eczema, hay fever, and asthma, and associated risk factors: a population-based study in the northern Grassland of China","year":2021,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hay fever; Medicine; Atopy; Asthma; Population; Family history; Allergy; Pediatrics; Demography; Environmental health; Immunology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009107417,0.0004872585,0.0004972594,0.001092649,0.0009058274,0.0005205708,0.0004023843,0.0004897934,0.001047331],"category_scores_gemma":[0.0007520707,0.0005628158,0.0004567217,0.001621689,0.0005768277,0.0005629261,0.0004256234,0.0003549671,0.0001427857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106074,"about_ca_system_score_gemma":0.001227084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05516504,"about_ca_topic_score_gemma":0.05528742,"domain_scores_codex":[0.9994368,0.00009351609,0.00007168364,0.0001594088,0.0001376506,0.0001009175],"domain_scores_gemma":[0.9993462,0.00005122446,0.0001583866,0.0000579688,0.00009760816,0.0002886133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003596711,0.00005065993,0.9986885,0.000009765986,0.00003444098,0.0001049996,0.0002490009,0.00001774614,0.0002148734,0.000008177135,0.00004768118,0.0005381119],"study_design_scores_gemma":[0.000005788346,0.00004402683,0.9994907,0.000002011091,0.00001072531,0.0001052934,0.000212445,0.00005672734,0.00001139487,0.000005737,0.00005300722,0.000002076174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999564,0.00007199663,0.00003621965,0.00002013189,0.000002242488,0.00002052207,0.0001279916,0.000001789553,0.0001550841],"genre_scores_gemma":[0.9994904,0.00006319211,0.00006296801,0.00003177665,0.000006762382,0.00002022262,0.0001921742,6.34162e-7,0.0001318761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05516504,"threshold_uncertainty_score":0.1096879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295753812473105,"score_gpt":0.2978825289559114,"score_spread":0.2849249908311803,"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."}}