{"id":"W2969933968","doi":"10.1097/der.0000000000000504","title":"Allergens in Medical Hand Skin Cleansers","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergic contact dermatitis; Dermatology; Allergen; Contact dermatitis; Cosmetics; Skin care; Allergy; Immunology; Nursing","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":[0.0001041942,0.0001168621,0.0002891484,0.0001218367,0.00002929914,0.00002987418,0.00009223215,0.0001077868,0.008076855],"category_scores_gemma":[0.00005596738,0.0001050287,0.00008002418,0.0001404919,0.0000437964,0.0001117523,0.00004077375,0.0001967211,0.001086623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004066044,"about_ca_system_score_gemma":0.0001012285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002439347,"about_ca_topic_score_gemma":0.001037415,"domain_scores_codex":[0.9988486,0.00003065033,0.0003007851,0.0001646487,0.000409801,0.0002455776],"domain_scores_gemma":[0.9994895,0.0000537051,0.00003862445,0.0002290572,0.00003264054,0.0001565033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004962056,0.0004683257,0.5299988,0.0007658117,0.00024549,0.003835891,0.00707233,0.00002672109,0.001232681,0.003175826,0.3411623,0.1119661],"study_design_scores_gemma":[0.002221792,0.00005970495,0.7099965,0.0003213028,0.00000773221,0.000359527,0.0003124512,0.001413369,0.0008782247,0.00006674238,0.2842174,0.0001452897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948836,0.0003164163,0.00003978797,0.01416216,0.0002824408,0.0002518997,0.000005194898,0.00004232719,0.03606382],"genre_scores_gemma":[0.9877363,0.000412321,0.0001229213,0.009953802,0.00007326304,0.00001236807,0.00003117226,0.00001744939,0.001640368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1799977,"threshold_uncertainty_score":0.9996911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007912910683806888,"score_gpt":0.2450497631416012,"score_spread":0.2371368524577943,"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."}}