{"id":"W2149076399","doi":"10.1046/j.1365-2133.2000.03299.x","title":"Descriptive epidemiology of hand dermatitis at the St John’s contact dermatitis clinic 1983-97","year":2000,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hand eczema; Medicine; Contact dermatitis; Epidemiology; Dermatology; Hand dermatitis; Irritant contact dermatitis; Population; Quarter (Canadian coin); Environmental health; Allergy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005581423,0.0002917026,0.001776768,0.0001871818,0.0003302745,0.00003636314,0.0003742701,0.0002946691,0.008763105],"category_scores_gemma":[0.000823696,0.0002475726,0.0005923694,0.0002030556,0.0006986724,0.0003285387,0.00008821572,0.0007521514,0.0002123474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269965,"about_ca_system_score_gemma":0.0003021293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004693835,"about_ca_topic_score_gemma":0.001272679,"domain_scores_codex":[0.995515,0.0008866739,0.002403585,0.0002509785,0.0003468052,0.0005969548],"domain_scores_gemma":[0.9963162,0.001348707,0.001216498,0.0003481194,0.0004864968,0.0002839815],"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":[0.0005771249,0.0006797392,0.3340732,0.0005435623,0.001965163,0.02446021,0.002757437,0.00001794796,0.0007235564,0.0003764828,0.3913025,0.242523],"study_design_scores_gemma":[0.004350114,0.0003386826,0.5223335,0.001031807,0.00029306,0.3502398,0.0005419374,0.0000633609,0.001618092,0.0005248177,0.1184324,0.0002324568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485352,0.03098566,0.000264766,0.01482477,0.0005323631,0.0003822611,0.0001231626,0.0000233115,0.004328485],"genre_scores_gemma":[0.9755433,0.01667077,0.0004926182,0.00560021,0.0001776749,0.00001325516,0.00003552617,0.00003786981,0.001428818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3257796,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069683771029513,"score_gpt":0.2862535420040539,"score_spread":0.2555567042937588,"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."}}