{"id":"W2038882458","doi":"10.1097/der.0000000000000056","title":"Patch Test Results in Psoriasis Patients on Biologics","year":2014,"lang":"en","type":"article","venue":"Dermatitis","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriasis; Adalimumab; Etanercept; Dermatology; Ustekinumab; Infliximab; Psoriatic arthritis; Patch test; Internal medicine; Allergy; Rheumatoid arthritis; Immunology; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001644683,0.000179258,0.0002416554,0.0001248257,0.0001000332,0.00001159943,0.0001563148,0.0002418419,0.0001121829],"category_scores_gemma":[0.0004589847,0.0001461581,0.00006398487,0.0001533916,0.00005298969,0.00005482667,0.00003628021,0.0001207282,0.001967563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004103985,"about_ca_system_score_gemma":0.00001077272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000165738,"about_ca_topic_score_gemma":0.0002062092,"domain_scores_codex":[0.9988323,0.0002314388,0.0003250182,0.00027463,0.00003395393,0.0003026662],"domain_scores_gemma":[0.999034,0.0005159678,0.0001061549,0.0002851904,0.00003853755,0.00002010092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009072284,0.000831434,0.685335,0.0000150744,0.00007127124,0.00001105212,0.0006156799,0.000005908736,0.0007261668,0.0005496112,0.04747077,0.2642773],"study_design_scores_gemma":[0.004197955,0.0004458258,0.8724925,0.00003970906,0.0000200202,0.000004631678,0.00002528881,0.000006227218,0.01121992,0.0002590107,0.111092,0.0001969261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832641,0.0001393184,0.00001477193,0.0007549262,0.000997883,0.0002094284,0.0005294142,0.00008247278,0.01400763],"genre_scores_gemma":[0.9970725,0.0001205087,0.00006228124,0.001027372,0.00004101072,0.00003694886,0.0009908882,0.00001168207,0.0006368258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2640804,"threshold_uncertainty_score":0.9988095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309210966395083,"score_gpt":0.2190143464146861,"score_spread":0.2059222367507353,"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."}}