{"id":"W2518459073","doi":"10.1097/der.0000000000000215","title":"Return to Work for Nurses with Hand Dermatitis","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; St. Michael's Hospital; University of Alberta","funders":"","keywords":"Medicine; Intervention (counseling); Nursing; Health care; MEDLINE; Family medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005413759,0.0002095062,0.0003665283,0.0001289608,0.0001519825,0.00009460365,0.0001102102,0.0000705412,0.0004549568],"category_scores_gemma":[0.0001195719,0.0001274251,0.00009740732,0.0002015374,0.00008335152,0.0002271974,0.00002970976,0.0000588267,0.0002002914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006297473,"about_ca_system_score_gemma":0.00007305295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002837499,"about_ca_topic_score_gemma":0.0002081522,"domain_scores_codex":[0.9987931,0.00002032426,0.0003010677,0.0002523569,0.0002585815,0.0003745637],"domain_scores_gemma":[0.9989308,0.0001746191,0.00007943916,0.000380213,0.0001874705,0.0002475147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006088664,0.00008548372,0.0492952,0.0002441769,0.0001753226,0.0001929828,0.001678802,0.000001098679,0.001749992,0.0006557266,0.8255718,0.1202885],"study_design_scores_gemma":[0.002343846,0.0002758567,0.304449,0.001256212,0.00005902934,0.0003375343,0.0001111917,0.000008000363,0.01456819,0.0001630617,0.6761739,0.0002542284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8548516,0.000443509,0.02445183,0.1081369,0.0008414389,0.002158542,0.0002071061,0.000277297,0.008631733],"genre_scores_gemma":[0.9748688,0.00007780103,0.004361271,0.01254408,0.000220187,0.0002798838,0.00002670193,0.00004649904,0.00757476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2551538,"threshold_uncertainty_score":0.5196245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122431689403881,"score_gpt":0.2492363153245079,"score_spread":0.2369931463841198,"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."}}