{"id":"W7133185936","doi":"10.2310/derm.1.2005.2065","title":"THE UTILITY OF PATCH TESTING WITH TOPICAL MEDICAMENTS AS AN ADJUNCT TO STANDARD SCREENING PANELS","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Economic and Industrial Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Adjunct; Patch testing; Single use; Patch test; Preclinical testing","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":[0.0004933075,0.00009630519,0.0002496272,0.00004549426,0.0001445475,0.00005469385,0.0002037492,0.00005602972,0.0007139585],"category_scores_gemma":[0.0001983358,0.00008068663,0.00002814159,0.0001032034,0.00005531321,0.0001926394,0.0000550252,0.0001061715,0.0001432062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005255717,"about_ca_system_score_gemma":0.0000470308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005156998,"about_ca_topic_score_gemma":0.0001475461,"domain_scores_codex":[0.9989313,0.00001796754,0.0005636876,0.000209163,0.00005614953,0.0002217596],"domain_scores_gemma":[0.9993088,0.00009711046,0.0002002191,0.0002343283,0.00003352397,0.0001259706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003516043,0.00005272889,0.5935048,0.00001523878,0.00008392274,0.000005103123,0.00146846,0.00006216066,0.000002137597,0.01094627,0.0132062,0.3806178],"study_design_scores_gemma":[0.0008716998,0.0002527969,0.5859826,0.00005676423,0.000004735167,0.00001174027,0.0003321723,0.003405532,0.0006108445,0.002665216,0.4055742,0.0002317149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313952,0.0001383816,0.0117442,0.007047952,0.0001939129,0.000318016,0.0001129467,0.00002643889,0.04902294],"genre_scores_gemma":[0.9899412,0.00002741667,0.00838941,0.001252052,0.0001064794,0.0000184134,0.000007279368,0.000009762337,0.0002480063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.392368,"threshold_uncertainty_score":0.7817345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06992928103805811,"score_gpt":0.2462821019082956,"score_spread":0.1763528208702375,"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."}}