{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000397343,0.0002841568,0.0003735968,0.001295479,0.0007101376,0.0007843079,0.0004060138,0.0008040281,0.004765877],"category_scores_gemma":[0.003191128,0.0002872476,0.0004932311,0.001198881,0.0002416743,0.0004944555,0.0003296247,0.0006440833,0.0007821706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591616,"about_ca_system_score_gemma":0.0003725539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0070622,"about_ca_topic_score_gemma":0.007747611,"domain_scores_codex":[0.9994571,0.0001023189,0.00007887135,0.00008321383,0.0001516892,0.0001268091],"domain_scores_gemma":[0.9968535,0.0007675631,0.001287807,0.0001007103,0.0004344602,0.0005559959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105339,0.0001525017,0.9983714,0.000008628881,0.00002171867,0.0001563859,0.00008327261,0.00002236817,0.0002253126,0.000004833347,0.00007859702,0.0007645053],"study_design_scores_gemma":[0.00000440856,0.000163288,0.9989003,0.000005519184,0.00001431449,0.0003266735,0.0004022325,0.00004818159,0.00004307066,0.000008389195,0.00008080211,0.000002731879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982939,0.000255358,0.00004588633,0.00006987568,0.00001202356,0.0000113794,0.0004234464,0.000003764235,0.0008843068],"genre_scores_gemma":[0.9993287,0.0000845617,0.00003528682,0.00002764111,0.00001173578,0.000007118633,0.0002182459,0.000001854272,0.0002847878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0070622,"threshold_uncertainty_score":0.01594341,"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."}}