{"id":"W2313824214","doi":"10.1053/ajcd.2002.3108","title":"WORKPLACE AND HEALTH CARE CHARACTERISTICS OF WORKERS WITH POSSIBLE CONTACT DERMATITIS","year":2002,"lang":"en","type":"article","venue":"American Journal of Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Contact dermatitis; Dermatology; Family medicine; Health care; Gerontology; Immunology; Allergy","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"],"consensus_categories":[],"category_scores_codex":[0.0001601004,0.0003137104,0.001436844,0.0003103092,0.0001202089,0.00008076052,0.0001594172,0.00005339081,0.0002609767],"category_scores_gemma":[0.00004818118,0.0002500438,0.0001800355,0.0003534139,0.0001943616,0.0004117625,0.00003219598,0.0003995031,0.00000712043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001692375,"about_ca_system_score_gemma":0.0002811373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004102656,"about_ca_topic_score_gemma":0.0001097477,"domain_scores_codex":[0.9975969,0.0001246185,0.001143221,0.0001768273,0.0005527407,0.0004056602],"domain_scores_gemma":[0.9968496,0.000175657,0.001757085,0.0002864042,0.0004843534,0.0004469213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002160116,0.0002123761,0.6451655,0.0008678252,0.0007024668,0.001074766,0.01261423,0.000002932036,0.0002515551,0.0001683861,0.01725679,0.3214671],"study_design_scores_gemma":[0.003335569,0.004074857,0.9673726,0.002848466,0.0001873494,0.005403873,0.007368135,0.00006709397,0.0003440845,0.000005507275,0.008691533,0.0003009127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794186,0.006024977,0.0006965752,0.01105793,0.000149242,0.0003549988,0.00005749011,0.00003007798,0.002210104],"genre_scores_gemma":[0.9895305,0.003878415,0.002459727,0.003848042,0.0001234676,0.000005244751,0.00001288462,0.00004305875,0.00009862832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3222071,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033918266012349,"score_gpt":0.2481774397392263,"score_spread":0.2378382570791028,"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."}}