{"id":"W4308773818","doi":"10.2196/37101","title":"Psychological Disorders of Patients With Allergic Rhinitis in Chengdu, China: Exploratory Research","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chengdu University; Chengdu University of Traditional Chinese Medicine","keywords":"Irritability; Medicine; Anxiety; Psychological intervention; Itching; Checklist; Mental health; Clinical psychology; Visual analogue scale; Depression (economics); Psychiatry; Internal medicine; Physical therapy; Psychology; Surgery","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":[0.001318697,0.0006339049,0.000718486,0.002793392,0.001164323,0.0006746436,0.0005091148,0.0004870716,0.001012509],"category_scores_gemma":[0.001646812,0.0003674981,0.001507978,0.002942678,0.0005742779,0.0004144255,0.0008456188,0.0002981522,0.00007316011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878637,"about_ca_system_score_gemma":0.003434191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02899027,"about_ca_topic_score_gemma":0.03219161,"domain_scores_codex":[0.9989675,0.0002683729,0.0001694666,0.0002029793,0.0001891459,0.0002026003],"domain_scores_gemma":[0.9991419,0.0002094599,0.0003156188,0.00005234576,0.0001246358,0.0001560031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001353063,0.0001625628,0.9924971,0.0004787504,0.0003861444,0.000277911,0.0009823579,0.00006752922,0.0001539679,0.00003433712,0.00009314722,0.004730962],"study_design_scores_gemma":[0.00005158502,0.0003241582,0.9970186,0.00007845549,0.0003968807,0.0001865556,0.001507084,0.0001296548,0.00004407725,0.00003627882,0.0002162708,0.00001038563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979365,0.001526361,0.00004374329,0.00004693525,0.000004183141,0.0000892775,0.0001960004,0.000001351758,0.0001557583],"genre_scores_gemma":[0.9990401,0.000487828,0.00007928587,0.00005110686,0.000009385393,0.0000918682,0.0001859784,4.052102e-7,0.00005407259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02899027,"threshold_uncertainty_score":0.05764306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06826025627711854,"score_gpt":0.395709256046439,"score_spread":0.3274489997693204,"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."}}