{"id":"W2085803255","doi":"10.1111/j.1600-0536.2009.01618.x","title":"Occupational allergic contact dermatitis from sodium metabisulfite","year":2009,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Sodium metabisulfite; Library science; Art history; Dermatology; Art; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001508177,0.0006192761,0.001145688,0.0003134347,0.0003103507,0.000287852,0.0003468013,0.0002740228,0.004551278],"category_scores_gemma":[0.0001760206,0.0005874173,0.0005100276,0.0003190943,0.00005406015,0.0009383589,0.0000720054,0.0004839701,0.000997395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002164576,"about_ca_system_score_gemma":0.0003641374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000692306,"about_ca_topic_score_gemma":0.0003442402,"domain_scores_codex":[0.9965093,0.0001401339,0.001118282,0.0006116429,0.0008737111,0.0007469675],"domain_scores_gemma":[0.9976429,0.0002931779,0.0003681254,0.0008249044,0.0003439279,0.0005269938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006333507,0.00196176,0.1654432,0.0004457142,0.002977793,0.006366599,0.005985291,0.00002155414,0.04654035,0.02790217,0.5801274,0.1615949],"study_design_scores_gemma":[0.00425583,0.0002921287,0.8255328,0.0003648193,0.0002176861,0.0004512726,0.0001557251,0.0006286307,0.004960327,0.001055991,0.1614971,0.0005876452],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273648,0.00500444,0.002309887,0.02148823,0.001062634,0.001301701,0.0005472819,0.0007019668,0.04021911],"genre_scores_gemma":[0.9670509,0.000923523,0.001707686,0.02767742,0.0005750975,0.00006250399,0.001124713,0.00005638837,0.0008218209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6600897,"threshold_uncertainty_score":0.9997804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751474907159769,"score_gpt":0.2648269922515462,"score_spread":0.2473122431799485,"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."}}