{"id":"W2326650427","doi":"10.1097/01206501-200706000-00036","title":"Unexpected Patch Test Reactions","year":2007,"lang":"en","type":"article","venue":"Dermatitis","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Test (biology); Patch test; Patch testing; Contact dermatitis; Geology; Paleontology; Immunology","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":[0.0001521308,0.00006171915,0.00005329631,0.00003229223,0.00009519322,0.0000238541,0.000103715,0.00003204018,0.0008835501],"category_scores_gemma":[0.00004329837,0.000059523,0.00002531612,0.0002035108,0.00004523922,0.0001219118,0.00006043413,0.00006375419,0.0008651147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005474236,"about_ca_system_score_gemma":9.035546e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009292926,"about_ca_topic_score_gemma":0.0002813353,"domain_scores_codex":[0.9994182,0.000009922656,0.0001501433,0.000117818,0.0001420088,0.0001618896],"domain_scores_gemma":[0.9996735,0.000064924,0.0000415134,0.0001699503,0.000003231782,0.0000469084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[7.426164e-7,0.0001431908,0.4842573,0.00001282992,0.00000868352,0.0000658834,0.0003321905,0.00004354181,0.005400661,0.0004140457,0.3856898,0.1236311],"study_design_scores_gemma":[0.00006526734,0.00001737468,0.5577976,0.00001077532,0.00000413176,0.00001240312,0.00007439905,0.0002905999,0.007586237,0.0006911267,0.4333491,0.0001010263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3351343,0.00001238961,0.0297196,0.001698625,0.0001434598,0.0001958243,0.000004220137,0.0006093484,0.6324822],"genre_scores_gemma":[0.9912633,0.00002818344,0.004449526,0.0008354813,0.00002832837,0.000007153787,0.000007162826,0.000007913206,0.003372946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.656129,"threshold_uncertainty_score":0.9999128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007916627025382525,"score_gpt":0.23324468344342,"score_spread":0.2253280564180375,"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."}}