{"id":"W4317952713","doi":"10.1093/bjd/ljac140.023","title":"328 Understanding the impact of atopic dermatitis on patients: a large international, ethnically diverse survey-based qualitative study","year":2023,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Ethnically diverse; Atopic dermatitis; Population; Disease; Qualitative research; Telephone interview; Family medicine; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01010522,0.0003849928,0.0007506752,0.001462242,0.005401794,0.003324107,0.001336995,0.001092099,0.003630692],"category_scores_gemma":[0.01441211,0.0006367014,0.0005151515,0.001474374,0.003681175,0.00321952,0.004559097,0.002332892,0.0004328838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004389108,"about_ca_system_score_gemma":0.004592856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561101,"about_ca_topic_score_gemma":0.02064147,"domain_scores_codex":[0.9940666,0.004218682,0.0002623819,0.0002555199,0.000375997,0.0008208693],"domain_scores_gemma":[0.9889554,0.007268021,0.001067015,0.0003209867,0.0009458124,0.001442609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003260245,0.0000918635,0.02302405,0.0001985492,0.00001057487,0.0004356928,0.9716593,0.00002367969,0.0003539638,0.0003745017,0.0006343804,0.003160782],"study_design_scores_gemma":[0.000003004018,0.00004365733,0.004603308,0.0001284664,0.000004084954,0.00009561398,0.9930694,0.00004158214,0.00004824873,0.00007015692,0.001882848,0.00000960257],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953308,0.0004050619,0.0003401121,0.001493673,0.00002537015,0.0001642761,0.0002077686,0.00000568027,0.002027153],"genre_scores_gemma":[0.9972263,0.0006053153,0.0002801643,0.0009892298,0.000009064286,0.0002677132,0.00006869192,0.000007463876,0.0005460173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01561101,"threshold_uncertainty_score":0.05344218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07348607169088718,"score_gpt":0.3990500462710981,"score_spread":0.325563974580211,"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."}}