{"id":"W2991388293","doi":"10.21608/asnj.2019.61136","title":"Hand Skin Problems: Prevalence and Risk Factors Among Nurses Working at Surgical Departments in Ministry of Health Hospitals","year":2019,"lang":"en","type":"article","venue":"Assiut Scientific Nursing Journal","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Medicine; Government (linguistics); Health care; Nursing; Family medicine; Sample (material); Quarter (Canadian coin); Cross-sectional study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003937171,0.0001609723,0.0002013694,0.000634036,0.0004165348,0.0003916961,0.0002508677,0.0003864141,0.002230231],"category_scores_gemma":[0.001306644,0.0003058192,0.0001712808,0.0005393295,0.0002175566,0.0003989983,0.0004722191,0.00033717,0.0002056667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003011591,"about_ca_system_score_gemma":0.0003781367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0055558,"about_ca_topic_score_gemma":0.009292736,"domain_scores_codex":[0.9995428,0.00008930377,0.00004834191,0.0000597296,0.0001241361,0.0001355921],"domain_scores_gemma":[0.9989182,0.0001438335,0.0005499889,0.00002311597,0.00009664115,0.0002682132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001615561,0.00006061558,0.9984353,0.00001790949,0.000004523878,0.0001120254,0.0003261518,0.000004999632,0.0001133315,0.000003614728,0.00006812198,0.000837278],"study_design_scores_gemma":[0.000002916288,0.0001352378,0.9967212,0.00002302313,0.000003742896,0.0003640111,0.002562416,0.00002997758,0.00002323333,0.00000660575,0.0001252636,0.000002374179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995295,0.0001855232,0.0000106612,0.00005221766,0.000003423177,0.000006112724,0.00003340279,6.612946e-7,0.0001784837],"genre_scores_gemma":[0.999465,0.0002316104,0.000034325,0.00004154181,0.000006349699,0.000008934908,0.00005024408,5.059605e-7,0.0001614005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0055558,"threshold_uncertainty_score":0.01104695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470609331625586,"score_gpt":0.2856721909121784,"score_spread":0.2709660975959225,"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."}}