{"id":"W3080828263","doi":"10.1097/der.0000000000000666","title":"Nickel: Intrinsic Skin Sensitization Potency and Relation to Prevalence of Contact Allergy","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Potency; Sensitization; Skin sensitization; Medicine; Nickel allergy; Contact allergy; Allergy; Allergen; Allergic contact dermatitis; In vivo; Immunology; Contact dermatitis; Toxicology; Pharmacology; In vitro; Biotechnology; Biology; Biochemistry","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":[0.00002988023,0.00009923647,0.0002213413,0.00006391888,0.00003546884,0.00001597418,0.00003611093,0.00005065483,0.0001647216],"category_scores_gemma":[0.0001591347,0.00009733686,0.00003857196,0.0001505651,0.00001787766,0.0001611337,0.00004073091,0.00007199514,0.00003964028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000174872,"about_ca_system_score_gemma":0.00003160821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007664124,"about_ca_topic_score_gemma":0.00002047349,"domain_scores_codex":[0.9992328,0.0000331982,0.0002948176,0.000156076,0.0001753142,0.0001077659],"domain_scores_gemma":[0.9994957,0.00004997683,0.00008931537,0.0001212286,0.000105087,0.000138621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003663009,0.0004057079,0.2641484,0.01223032,0.0008515532,0.0008678826,0.04718394,0.0002781095,0.09654838,0.06901296,0.09216793,0.4159385],"study_design_scores_gemma":[0.0007998159,0.00022281,0.9833134,0.0002483456,0.00003269329,0.0001198764,0.0001070513,0.001604534,0.003794402,0.0001019179,0.009540317,0.000114806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536068,0.0005420693,0.003621407,0.03861843,0.00006535915,0.0004146952,0.00002643744,0.00005597595,0.00304878],"genre_scores_gemma":[0.9929644,0.0007503786,0.001126014,0.004902806,0.00006882616,0.000006395061,0.00002828826,0.00001282897,0.0001400059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.719165,"threshold_uncertainty_score":0.3969282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090676481127534,"score_gpt":0.2289011878318622,"score_spread":0.2179944230205868,"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."}}