{"id":"W2334493213","doi":"10.1097/der.0b013e3182910416","title":"Hand and Upper Extremity Function in Workers With Hand Dermatitis","year":2013,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Toronto Public Health; St. Michael's Hospital","funders":"","keywords":"Medicine; Physical therapy; Quality of life (healthcare); Hand dermatitis; Activities of daily living; Work productivity; Work (physics); Functional impairment; Contact dermatitis; Physical medicine and rehabilitation; Productivity; Allergy; Internal medicine; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005166125,0.0001921331,0.0003189682,0.0001648188,0.0001478273,0.0002469584,0.00004424918,0.0000891191,0.0009995853],"category_scores_gemma":[0.00002519914,0.0001536281,0.00003987137,0.0001825786,0.0001645241,0.0005457914,0.00003350533,0.0001807818,0.0001171945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004588626,"about_ca_system_score_gemma":0.00004346812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375175,"about_ca_topic_score_gemma":0.00161517,"domain_scores_codex":[0.9989538,0.00003695332,0.0002889977,0.0002196308,0.000219222,0.0002814226],"domain_scores_gemma":[0.9994211,0.00005784991,0.00007135706,0.0002114214,0.00008595407,0.0001523216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001011736,0.00006058224,0.9170029,0.0001887793,0.00006032572,0.0001208346,0.001302353,0.000003646278,0.0004062496,0.00008238485,0.03799102,0.04277084],"study_design_scores_gemma":[0.002032049,0.00008264963,0.9731007,0.0004311031,0.00003560705,0.0004796122,0.000542509,0.0006089093,0.000571295,0.0001761945,0.02174722,0.0001921745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851306,0.0009822726,0.000868138,0.007138161,0.0000921042,0.000514336,0.000006636406,0.00004980713,0.005217909],"genre_scores_gemma":[0.9941742,0.0002116034,0.0006359614,0.004063641,0.00005567285,0.0000990449,0.0000334296,0.00002306003,0.0007034293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05609781,"threshold_uncertainty_score":0.9999136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008482605052467387,"score_gpt":0.2095557601823623,"score_spread":0.2010731551298949,"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."}}