{"id":"W2282027548","doi":"10.1093/occmed/kqv126","title":"Workplace screening for hand dermatitis: a pilot study: Table 1.","year":2015,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Toronto Public Health; Public Health Ontario; Health Sciences Centre; Occupational Cancer Research Centre; University of Toronto; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Rash; Hand dermatitis; Occupational Dermatitis; Irritant contact dermatitis; Hygiene; Contact dermatitis; Dermatology; Occupational medicine; Health care; Disease; Hand eczema; Family medicine; Occupational exposure; Allergy; Environmental health; Internal medicine; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003952291,0.0001564907,0.000363912,0.000137311,0.0001387404,0.00002785787,0.00007724741,0.00002778667,0.00025052],"category_scores_gemma":[0.0007656345,0.000121237,0.0000280351,0.0002137494,0.00008122227,0.0001459869,0.00003022959,0.0001031386,0.0000236067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005684702,"about_ca_system_score_gemma":0.000210097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003089597,"about_ca_topic_score_gemma":0.0002146431,"domain_scores_codex":[0.9986363,0.00003102724,0.0003554972,0.0002141761,0.0005416603,0.0002213253],"domain_scores_gemma":[0.9987895,0.000220573,0.0001039008,0.0002005102,0.0004375007,0.0002479457],"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":[0.003384418,0.001487166,0.3628648,0.0002696032,0.0004738483,0.0001516471,0.003855854,0.0001369867,0.000973445,0.002267278,0.6080831,0.01605189],"study_design_scores_gemma":[0.02949898,0.01251298,0.777465,0.001106196,0.0003490759,0.0002234532,0.004748066,0.003311805,0.0002168973,0.0008482962,0.1693415,0.0003777321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8509752,0.003113376,0.09554275,0.02572201,0.001307823,0.004421121,0.00008839821,0.0002855641,0.01854373],"genre_scores_gemma":[0.988695,0.00001118681,0.004955838,0.002334251,0.0008218681,0.0001921874,0.0002038883,0.00002317592,0.00276265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4387415,"threshold_uncertainty_score":0.4943902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104789383390943,"score_gpt":0.3492787392048682,"score_spread":0.2387998008657739,"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."}}