{"id":"W3211175351","doi":"10.1111/bjd.20872","title":"IGAxBSA composite for assessing disease severity and response in patients with atopic dermatitis*","year":2021,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Clinical Research","funders":"","keywords":"Eczema Area and Severity Index; Atopic dermatitis; SCORAD; Dupilumab; Medicine; Clinical trial; Post-hoc analysis; Placebo; Randomized controlled trial; Severity of illness; Disease; Dermatology; Internal medicine; Alternative medicine; Dermatology Life Quality Index; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009331662,0.0001024353,0.0004690489,0.0001091077,0.00009300026,0.00005111987,0.00005469533,0.00008524908,0.00001806686],"category_scores_gemma":[0.0004374933,0.0001083442,0.00007433497,0.0001045883,0.0001447245,0.0002505534,0.00002980498,0.0002135675,8.239564e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003084167,"about_ca_system_score_gemma":0.0003779312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002321155,"about_ca_topic_score_gemma":0.00001069805,"domain_scores_codex":[0.9987889,0.0002836931,0.0004243882,0.0001451984,0.0001443657,0.0002134827],"domain_scores_gemma":[0.9988766,0.0002712416,0.0001802889,0.00009823874,0.0003346282,0.0002390301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001465881,0.0003850592,0.9694596,0.000197464,0.00006712203,0.02439138,0.00004814596,0.000001245327,0.00001163794,0.0000115733,0.001571214,0.002389651],"study_design_scores_gemma":[0.006614026,0.00003797611,0.9311742,0.0006963252,0.0001376569,0.06006763,0.00006391042,0.00003240169,0.0001258612,0.0002477231,0.0007021202,0.0001001838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992241,0.004294709,0.0004123367,0.002715188,0.0001031286,0.0001573808,0.0000256447,0.000008616547,0.00004202479],"genre_scores_gemma":[0.9968246,0.0001112178,0.001650369,0.001330841,0.00001928759,0.000005511505,0.00002967296,0.00001292928,0.0000156017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03828543,"threshold_uncertainty_score":0.441815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007535835295399717,"score_gpt":0.2585358083281043,"score_spread":0.2509999730327046,"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."}}