{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003517104,0.0002018003,0.0002450307,0.0009012865,0.0002982279,0.0004299917,0.0002230084,0.0002962682,0.001680279],"category_scores_gemma":[0.000827637,0.0002402689,0.0002410284,0.0008180353,0.0002638816,0.0003766643,0.0002945985,0.0003483011,0.0002023097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004283301,"about_ca_system_score_gemma":0.000369934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009852991,"about_ca_topic_score_gemma":0.01143803,"domain_scores_codex":[0.9996189,0.00006479555,0.00005896766,0.00008762283,0.0001038853,0.0000657956],"domain_scores_gemma":[0.9991936,0.00008139328,0.0004807008,0.00002274802,0.00007398183,0.0001475105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001371362,0.00001561867,0.9989894,0.00001359113,0.000007959576,0.00008896751,0.00009932362,0.000008631529,0.000108496,0.000006367217,0.00003607405,0.0006117946],"study_design_scores_gemma":[8.499327e-7,0.00003983862,0.9989027,0.00001065858,0.000005552753,0.0006064237,0.0002785539,0.00002277995,0.00003571509,0.000003365661,0.0000917764,0.000001706015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989263,0.0003424062,0.00001455981,0.00003631442,0.000002659548,0.000005711183,0.0002587548,0.000002112491,0.0004111672],"genre_scores_gemma":[0.9994016,0.0002606335,0.00006733535,0.00001533279,0.000002975897,0.000005827758,0.0001215413,7.911044e-7,0.0001239763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009852991,"threshold_uncertainty_score":0.01959133,"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."}}