{"id":"W2808820286","doi":"10.1097/der.0000000000000393","title":"Patch Testing to Propylene Glycol: The Mayo Clinic Experience","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Patch testing; Allergic contact dermatitis; Contact dermatitis; Skin reaction; Dermatology; Concomitant; Polyvinyl alcohol; Allergen; Irritant contact dermatitis; Cosmetics; Allergy; Surgery; Organic chemistry; Immunology; Chemistry; Pathology","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":["insufficient_payload"],"category_scores_codex":[0.000109837,0.0001295634,0.0001977071,0.00004740468,0.0002384871,0.00007288859,0.0001676408,0.00004349348,0.001383441],"category_scores_gemma":[0.000392067,0.00008757586,0.00005424104,0.0003026834,0.0001145421,0.000118751,0.00009940278,0.000118108,0.001290409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002820239,"about_ca_system_score_gemma":0.00006731768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002906031,"about_ca_topic_score_gemma":0.0002039738,"domain_scores_codex":[0.9989098,0.00003575044,0.0003202331,0.0001949414,0.0002594638,0.0002798155],"domain_scores_gemma":[0.9990592,0.0001350501,0.00007155413,0.0004079296,0.0001953898,0.0001308862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003460457,0.0001812189,0.2867731,0.0001982822,0.00009813785,0.000395369,0.02731423,0.000001120439,0.005397765,0.0002324744,0.4666785,0.2126952],"study_design_scores_gemma":[0.0004999628,0.0003414982,0.611661,0.0002999117,0.00002155609,0.0003803751,0.001196471,0.0002813599,0.007676572,0.00007826292,0.3773821,0.0001809051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471868,0.0001164492,0.0003687943,0.01727824,0.0003824245,0.0005553832,0.00000740443,0.0001359062,0.03396856],"genre_scores_gemma":[0.9737411,0.00002759235,0.002442014,0.02132086,0.0004746348,0.0001140774,0.000004190619,0.00001936152,0.001856208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3248879,"threshold_uncertainty_score":0.9995294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04259497438810411,"score_gpt":0.3131463143750871,"score_spread":0.270551339986983,"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."}}