{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001333147,0.0001799829,0.0002246806,0.0004361038,0.0006602363,0.0004980961,0.0003999643,0.0004648106,0.003671459],"category_scores_gemma":[0.008309057,0.0000826113,0.0003948256,0.0003023057,0.0002440538,0.0003834252,0.0006869088,0.000403456,0.0004828589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000582408,"about_ca_system_score_gemma":0.001876057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002209103,"about_ca_topic_score_gemma":0.004432837,"domain_scores_codex":[0.9990788,0.0004192465,0.0001177957,0.00004445323,0.0001733431,0.0001664935],"domain_scores_gemma":[0.996845,0.001007372,0.0009729625,0.0001039159,0.0005064496,0.0005642305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003942745,0.001103011,0.5468875,0.002154311,0.00007728443,0.006916235,0.002547773,0.0002074716,0.0009245639,0.0001800473,0.01223102,0.4263766],"study_design_scores_gemma":[0.0002451368,0.005443505,0.8907843,0.006565397,0.0002200398,0.02460315,0.02094436,0.0004774751,0.001548816,0.0008246404,0.04829935,0.00004393976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564871,0.02348709,0.0008429444,0.00647494,0.0005144886,0.0003789067,0.0001589631,0.00007532696,0.01158017],"genre_scores_gemma":[0.9863599,0.009160123,0.001147954,0.001407959,0.0001972094,0.0002318112,0.0001601172,0.000009136524,0.001325762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003671459,"threshold_uncertainty_score":0.01228225,"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."}}