{"id":"W4362459286","doi":"10.1089/derm.2022.0053","title":"Analysis of Hexavalent Chromium in Cement Samples from Countries within and outside the EU: A Study from the International Contact Dermatitis Research Group","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Cement; Hexavalent chromium; Chromium; Atomic absorption spectroscopy; Allergic contact dermatitis; Metallurgy; Medicine; Nuclear chemistry; Chemistry; Materials science; Allergy; Immunology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009185998,0.0001790469,0.000529517,0.0004050854,0.0002047839,0.0001930804,0.0003609226,0.00005355287,0.0005485066],"category_scores_gemma":[0.0002656399,0.0001124915,0.0001143529,0.0008303814,0.0001699933,0.0001747798,0.0003087824,0.0002971666,0.00003127193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127851,"about_ca_system_score_gemma":0.00007963021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04218412,"about_ca_topic_score_gemma":0.08563796,"domain_scores_codex":[0.9972906,0.0003644042,0.0007202655,0.0002994408,0.00105433,0.0002709682],"domain_scores_gemma":[0.9971466,0.001926574,0.0001792016,0.0005037805,0.0001781882,0.00006565549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002829932,0.0001766101,0.9315101,0.00003231984,0.002592494,0.0001803141,0.03716647,0.00005100363,0.0003853518,0.0006237393,0.02605029,0.001203007],"study_design_scores_gemma":[0.001469987,0.00008683711,0.9578191,0.0002027371,0.0003724277,0.000005369156,0.02210747,0.003994294,0.0002043535,0.0002382393,0.01339231,0.0001068786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569965,0.0007595003,0.00002521058,0.04013231,0.0001931535,0.0007909658,0.0007955543,0.00003952777,0.0002672696],"genre_scores_gemma":[0.9946188,0.001413145,0.00005366845,0.0030479,0.0001057551,0.0001486649,0.0005273771,0.00001664812,0.00006806669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04345384,"threshold_uncertainty_score":0.9641941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06112750647041006,"score_gpt":0.3342647345390998,"score_spread":0.2731372280686897,"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."}}