{"id":"W2792622733","doi":"10.1016/j.jaad.2018.02.073","title":"Dupilumab for hand eczema","year":2018,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Probity Medical Research","funders":"","keywords":"Medicine; Etiology; Dupilumab; Hand eczema; Atopy; Dermatology; Atopic dermatitis; Quality of life (healthcare); Contact dermatitis; Population; Disease; Pediatrics; Allergy; Internal medicine; Immunology; Environmental health","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":[0.0000961164,0.00009165018,0.0006125001,0.0001163322,0.00007685376,0.00000680006,0.0002414918,0.00005024336,0.00003333552],"category_scores_gemma":[0.0001807896,0.00005547611,0.0002623555,0.0001459615,0.0008478504,0.00006292063,0.00004853634,0.0002208541,0.000004645455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000204002,"about_ca_system_score_gemma":0.00008885474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005693385,"about_ca_topic_score_gemma":0.000002091626,"domain_scores_codex":[0.9989983,0.0000567383,0.000526542,0.00006981889,0.0001718195,0.0001767878],"domain_scores_gemma":[0.9984519,0.0001561855,0.001078402,0.00009806541,0.0001421112,0.00007334136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005212592,0.0006056831,0.1292435,0.000588268,0.002340127,0.0001451487,0.002876712,0.00000644388,0.4114092,0.00553664,0.3562711,0.0857647],"study_design_scores_gemma":[0.004801646,0.001378588,0.3699878,0.000377752,0.0004496965,0.02948177,0.0006588658,0.0002274674,0.2034664,0.002613621,0.3863561,0.0002001856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327469,0.0003947198,0.0003709573,0.06581517,0.000179868,0.0001327208,0.00000459053,0.000004350642,0.0003507534],"genre_scores_gemma":[0.9934083,0.0001470768,0.001584399,0.004426096,0.0002874527,0.000001887891,1.983115e-7,0.00001132998,0.0001332518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2407444,"threshold_uncertainty_score":0.312394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969812535663798,"score_gpt":0.3256614779389297,"score_spread":0.3059633525822918,"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."}}