{"id":"W4256205500","doi":"10.1097/01634989-200306000-00031","title":"OUTCOME MEASURES IN WORKERS WITH CONTACT DERMATITIS","year":2003,"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":"Unit (ring theory); Medicine; Contact dermatitis; Occupational exposure; Environmental health; Gerontology; Psychology; Immunology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004471159,0.0003862317,0.001440867,0.0005554649,0.00008439829,0.0001073836,0.0002162689,0.00007013043,0.0003381144],"category_scores_gemma":[0.0002964893,0.0002956327,0.0003031589,0.0006092303,0.0001476275,0.00060931,0.00001727718,0.0006406185,0.00002850929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631346,"about_ca_system_score_gemma":0.0005091032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004918116,"about_ca_topic_score_gemma":0.0006144014,"domain_scores_codex":[0.9966995,0.0003030691,0.001429352,0.0002121708,0.0008126496,0.000543294],"domain_scores_gemma":[0.9975426,0.0003050803,0.0009943539,0.0003493846,0.0004019154,0.0004067005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001401317,0.0001741177,0.9661919,0.00007279387,0.0003864284,0.003037878,0.001136008,0.0000224193,0.0004196139,0.00063433,0.002605829,0.02517848],"study_design_scores_gemma":[0.005225498,0.001681798,0.9385901,0.001119146,0.0001660104,0.009402222,0.003484334,0.00001963801,0.0009524996,0.00006049354,0.03889762,0.0004005994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983269,0.001098704,0.002017084,0.003965539,0.0002682854,0.0003677475,0.00001030141,0.00003787723,0.008965416],"genre_scores_gemma":[0.9918674,0.0005022508,0.002714653,0.004663,0.00007928067,0.00001320776,0.00000401851,0.00005373029,0.0001024157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03629179,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147278143324579,"score_gpt":0.2620145152597803,"score_spread":0.2472867009273224,"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."}}