{"id":"W2753808881","doi":"10.1097/der.0000000000000296","title":"Effectiveness of European Regulation on Euxyl K400 Sensitization in Northeastern Italy From 1996 to 2012 and Occupation","year":2017,"lang":"en","type":"article","venue":"Dermatitis","topic":"Agricultural safety and regulations","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sensitization; Environmental health; Demography; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001198317,0.00007254718,0.0001012678,0.00001183395,0.0001998427,0.00004584001,0.00007586853,0.00003984251,0.00002852982],"category_scores_gemma":[0.00003659102,0.00003055816,0.00002301729,0.00007064442,0.0000286091,0.0002768718,0.0000396536,0.00003266256,0.00002895661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001286992,"about_ca_system_score_gemma":0.000001116976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159653,"about_ca_topic_score_gemma":0.003558853,"domain_scores_codex":[0.9993882,0.0001529303,0.0001423681,0.0001414576,0.00009749988,0.0000776102],"domain_scores_gemma":[0.9996175,0.0001312494,0.0001094634,0.00005983017,0.00004258037,0.00003934755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007347966,0.0001100747,0.6382735,0.00004849225,0.00001991242,0.000006470964,0.0005973305,0.001175849,0.1636611,0.001497488,0.0002901324,0.1942462],"study_design_scores_gemma":[0.0001220483,0.00004610485,0.9964557,0.000151562,0.000004386838,0.000001544497,0.00001987686,0.0002942346,0.002178245,0.0003580957,0.0002892261,0.00007894615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962824,0.00001753092,0.0000561594,0.002090186,0.00005766284,0.0002031934,0.00005924982,0.00001201216,0.001221609],"genre_scores_gemma":[0.9994816,0.000009814438,0.00004640292,0.00005926179,0.00007824366,0.000003409853,0.0002708172,7.105398e-7,0.00004980449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3581822,"threshold_uncertainty_score":0.1985924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144242383129884,"score_gpt":0.2119614862504192,"score_spread":0.2005190624191203,"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."}}