{"id":"W4237357169","doi":"10.2310/6620.2005.05013b","title":"Low Yield for Extended Reading of Patch Tests with Topical Corticosteroids","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Yield (engineering); Dermatology; Reading (process); Patch testing; Composite material; Contact dermatitis; Immunology; Allergy","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":[0.0001181385,0.0001572123,0.0002401625,0.0000550801,0.0001072459,0.000008740915,0.000172514,0.0001533385,0.0007453581],"category_scores_gemma":[0.00005178202,0.0001445415,0.0000611566,0.0000765279,0.0001477176,0.0001866577,0.0000280247,0.0002677211,0.00003921659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004446071,"about_ca_system_score_gemma":0.00003487954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009058409,"about_ca_topic_score_gemma":0.00006983924,"domain_scores_codex":[0.9988977,0.00006555886,0.0003659471,0.0002009141,0.0001372077,0.000332654],"domain_scores_gemma":[0.9990354,0.0004721146,0.0001197811,0.0001715686,0.00008759245,0.0001135329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007996094,0.002186399,0.08746912,0.001235394,0.0007996999,0.0001779626,0.004238927,0.005866446,0.0520438,0.004644786,0.04100098,0.7995369],"study_design_scores_gemma":[0.00627253,0.0008918126,0.04491359,0.000245718,0.0003696613,0.0001933893,0.0002326133,0.01918415,0.6344752,0.0006733783,0.2918203,0.0007276762],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230285,0.0003619511,0.06450008,0.004406862,0.0006659905,0.001121599,0.0002384427,0.000129269,0.00554727],"genre_scores_gemma":[0.9868876,0.0001285056,0.006384419,0.005787748,0.0001698185,0.00009726186,0.0000270163,0.0000217436,0.0004958707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7988092,"threshold_uncertainty_score":0.8161148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06926857877218758,"score_gpt":0.3954748702347288,"score_spread":0.3262062914625413,"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."}}