{"id":"W4386886439","doi":"10.1097/der.0000000000000893","title":"Sensitization to Fragrance Markers from 1996 to 2016 in Northeastern Italy and Analysis of Occupational Relevance","year":2023,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Medicine; Unit (ring theory); Skin sensitization; Library science; Family medicine; Humanities; Psychology; Sensitization; Political science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006598388,0.0002624321,0.0002187825,0.0004590162,0.001040423,0.000723234,0.0003819535,0.003289363,0.001832451],"category_scores_gemma":[0.002410591,0.00021874,0.0003214387,0.0005676982,0.0004591792,0.0003948623,0.0005815751,0.0014343,0.0006669168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619226,"about_ca_system_score_gemma":0.001449444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05602102,"about_ca_topic_score_gemma":0.0830585,"domain_scores_codex":[0.9994692,0.000122077,0.00008336521,0.00008082029,0.0001039686,0.0001405215],"domain_scores_gemma":[0.9988561,0.0002799998,0.0003367941,0.00005531019,0.0002714884,0.0002003454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004306983,0.0002154359,0.7594155,0.0001664706,0.0000559519,0.04232844,0.002160129,0.0001217567,0.001701683,0.0002945199,0.1773304,0.01577898],"study_design_scores_gemma":[0.00009653677,0.0003217868,0.7904662,0.000683822,0.0001331124,0.03593912,0.009348709,0.0007104838,0.0009358588,0.0006843293,0.1606334,0.00004655764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6303298,0.003281341,0.0004756272,0.3242178,0.00510729,0.0001426636,0.003505011,0.00005250613,0.03288798],"genre_scores_gemma":[0.8316315,0.002450435,0.000346223,0.1376899,0.005111163,0.0001004325,0.0009875824,0.00003348495,0.02164931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05602102,"threshold_uncertainty_score":0.1113899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331051869396187,"score_gpt":0.2566030196919923,"score_spread":0.2432925009980305,"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."}}