{"id":"W4401826501","doi":"10.3389/fpsyg.2024.1394954","title":"Health-related quality of life in severe hypersensitivity reactions: focus on severe allergic asthma and hymenoptera venom anaphylaxis—a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Depression (economics); Anxiety; Quality of life (healthcare); Medicine; Asthma; Internal medicine; Anaphylaxis; Beck Depression Inventory; Allergy; Beck Anxiety Inventory; Toronto Alexithymia Scale; Psychology; Gastroenterology; Immunology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001010358,0.0002502569,0.0004129868,0.000713744,0.0003739227,0.0005074774,0.0002117123,0.0004891467,0.001527651],"category_scores_gemma":[0.001066393,0.0002344541,0.0006657676,0.0007617972,0.0002906348,0.0005120499,0.000601522,0.0006503016,0.0002364264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002004499,"about_ca_system_score_gemma":0.0001806593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478961,"about_ca_topic_score_gemma":0.001844772,"domain_scores_codex":[0.9994372,0.0002043443,0.00006899749,0.0001058027,0.00009481666,0.00008889854],"domain_scores_gemma":[0.9991705,0.0001606811,0.0003291643,0.0000389562,0.00008822341,0.000212396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006447768,0.0001025278,0.998692,0.00002161232,0.00006195408,0.00005471247,0.0001484194,0.00001424827,0.0001139646,0.000006230856,0.00004335044,0.000676576],"study_design_scores_gemma":[0.000005855812,0.0002367551,0.9990771,0.000005859079,0.00002183118,0.0002375489,0.0002593611,0.0000330781,0.00001601251,0.000004758966,0.00009964601,0.000002135582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992957,0.0002878568,0.00003538092,0.00002412845,0.000005050897,0.00001415745,0.0001442218,6.277972e-7,0.0001928516],"genre_scores_gemma":[0.9994636,0.0001248723,0.00005206812,0.00004597003,0.00001249107,0.00002060268,0.0002133747,5.44226e-7,0.00006648858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001527651,"threshold_uncertainty_score":0.005343378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149507191531599,"score_gpt":0.3504546877230517,"score_spread":0.3189596158077357,"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."}}