{"id":"W2803389890","doi":"10.1097/der.0000000000000376","title":"Prevalence of Atopic Dermatitis and Pattern of Drug Therapy in Malaysian Children","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Atopy; Asthma; Hay fever; Family history; Allergy; Dermatology; Medical prescription; Filaggrin; Ethnic group; Cross-sectional study; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004841829,0.00009171839,0.0002559338,0.0001064804,0.00002152754,0.000003584312,0.00007797063,0.00005365913,0.0003410442],"category_scores_gemma":[0.00002298921,0.00008271029,0.00004052502,0.00009622119,0.0002773551,0.00008999114,0.00002816851,0.00006230821,0.00001218366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005744886,"about_ca_system_score_gemma":0.0000283329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001528779,"about_ca_topic_score_gemma":0.00004149956,"domain_scores_codex":[0.9992748,0.0000600607,0.000296,0.0001226719,0.0001184812,0.0001279391],"domain_scores_gemma":[0.9995382,0.00004192317,0.0000997829,0.0002094603,0.00005493677,0.00005568511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003514876,0.00008092156,0.9825964,0.0004127565,0.00003131077,0.00001874611,0.001213504,1.022205e-7,0.00003552785,0.00002989823,0.005126221,0.01045108],"study_design_scores_gemma":[0.001127703,0.00005273891,0.9885362,0.0003296946,0.0000241138,0.000243548,0.00004260637,0.00006812679,0.009142813,0.0002073168,0.0001577932,0.00006735443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952255,0.00189445,0.00004273689,0.00104253,0.00004188955,0.0002368562,0.00004369947,0.00001425649,0.001458022],"genre_scores_gemma":[0.9972293,0.000936368,0.0001178919,0.001587854,0.00002865738,0.00001040483,0.0000117685,0.000008158562,0.00006964093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01038372,"threshold_uncertainty_score":0.3734195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006903338498867019,"score_gpt":0.2438976190225692,"score_spread":0.2369942805237022,"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."}}