{"id":"W4205328592","doi":"10.1097/der.0000000000000836","title":"Aluminum—Allergen of the Year 2022","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Aluminum toxicity and tolerance in plants and animals","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patch test; Contact allergy; Aluminium; Sensitization; Patch testing; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008145351,0.00004451494,0.00007477048,0.000002978768,0.0003185435,0.000009157303,0.0002512997,0.00001542889,0.006452408],"category_scores_gemma":[0.000006705446,0.00001514969,0.00006971901,0.000158245,0.00003273781,0.00003478168,0.0001312855,0.00008205128,0.00001480718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006739875,"about_ca_system_score_gemma":0.000004312008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001327049,"about_ca_topic_score_gemma":0.0001272787,"domain_scores_codex":[0.9994625,0.00005589426,0.000112685,0.00007852398,0.0001906669,0.00009969559],"domain_scores_gemma":[0.9998348,0.0000364497,0.00006236816,0.00003742065,0.00001064756,0.0000183105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002074659,0.0004657299,0.1454004,0.00003303896,0.00008382944,0.00002945223,0.001567278,0.0001639275,0.1584925,0.01026912,0.5680944,0.1153795],"study_design_scores_gemma":[0.00006187883,0.00005615578,0.3829543,0.000005433415,0.000003752794,0.00001852941,0.0006222287,0.00006180586,0.00307052,0.0005582193,0.6125085,0.00007868391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990913,0.0001125957,4.071419e-7,0.002991759,0.0001788725,0.00006855175,0.0002577806,0.00001183582,0.005465204],"genre_scores_gemma":[0.9975979,0.00002887603,0.000008417178,0.00124583,0.00006507005,0.00001206846,0.0000159926,3.397765e-7,0.001025528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2375539,"threshold_uncertainty_score":0.9944558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243292000177161,"score_gpt":0.1869686856128543,"score_spread":0.1745357656110827,"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."}}