{"id":"W4239600809","doi":"10.1097/01206501-200306000-00036","title":"SCREENING FOR HAND DERMATITIS IN HEALTH CARE WORKERS","year":2003,"lang":"en","type":"article","venue":"Dermatitis","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Hand dermatitis; Dermatology; Skin care; Contact dermatitis; Nursing; Allergy; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004305068,0.0002920943,0.0003041069,0.001333096,0.0006611758,0.0004709786,0.0003662615,0.001017556,0.002775121],"category_scores_gemma":[0.002157251,0.0003979554,0.0002562453,0.0006323527,0.0003423839,0.0003733487,0.0002745971,0.0005129559,0.0003608213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005395894,"about_ca_system_score_gemma":0.0005599305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02448438,"about_ca_topic_score_gemma":0.02292893,"domain_scores_codex":[0.9994374,0.0000935422,0.00005068457,0.00006579294,0.0002098399,0.0001428209],"domain_scores_gemma":[0.9994045,0.0001878037,0.0001511679,0.00001671806,0.0001150836,0.0001246236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001321665,0.0002197505,0.98043,0.00004940326,0.00001458321,0.002336632,0.0001457482,0.00003787269,0.0009107702,0.00003152366,0.001721585,0.01396997],"study_design_scores_gemma":[0.00002754295,0.0003390313,0.9902947,0.0001242237,0.0000313924,0.00707151,0.000678784,0.0002741513,0.0003373518,0.00006870778,0.0007425088,0.00001004121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857976,0.003821546,0.0001778863,0.001579841,0.00008460768,0.00006869516,0.000174053,0.00003171327,0.008264149],"genre_scores_gemma":[0.9964529,0.001429457,0.0002044541,0.0005332206,0.0000674186,0.00001594814,0.00009956701,0.000002444828,0.001194478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02448438,"threshold_uncertainty_score":0.04868376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694610658707752,"score_gpt":0.2851302021393071,"score_spread":0.2681840955522296,"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."}}