{"id":"W1998227973","doi":"10.2310/6620.2004.20420","title":"Effectiveness of a Hand Care Regimen with Moisturizer in Manufacturing Facilities Where Workers Are Prone to Occupational Irritant Dermatitis","year":2004,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Moisturizer; Medicine; Regimen; Skin care; Hand eczema; Randomized controlled trial; Cosmetics; Dermatology; Physical therapy; Contact dermatitis; Surgery; Nursing; Allergy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008617087,0.0003431611,0.0006321664,0.000322701,0.0003479054,0.000232558,0.0004252233,0.0005504125,0.001556567],"category_scores_gemma":[0.001780128,0.0001799496,0.0005198848,0.0001641473,0.0002738887,0.0002582151,0.0002746062,0.0003847024,0.00009972793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002957938,"about_ca_system_score_gemma":0.0004648569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007639676,"about_ca_topic_score_gemma":0.001778451,"domain_scores_codex":[0.9994662,0.0002567215,0.00005514683,0.0000670395,0.00008930118,0.00006552165],"domain_scores_gemma":[0.9990925,0.0003363169,0.0002529139,0.00006072794,0.00004605167,0.0002114967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3109428,0.1435506,0.02150473,0.003543291,0.0012891,0.0004525874,0.0004236731,0.002844768,0.06049548,0.00009138065,0.0005437456,0.4543179],"study_design_scores_gemma":[0.02720224,0.8887774,0.0696672,0.0001505611,0.0006221466,0.000276425,0.000109001,0.0007596215,0.01182273,0.00004319063,0.0005486138,0.00002075244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988404,0.000695326,0.00008491845,0.00002489869,0.00001000888,0.0001515059,0.00001411961,0.00001011298,0.000168738],"genre_scores_gemma":[0.9981107,0.0005778306,0.0008642722,0.00004336001,0.00002922302,0.0001486522,0.00003611178,0.000001517604,0.0001883866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001556567,"threshold_uncertainty_score":0.005207241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008719449542249019,"score_gpt":0.2335975392485435,"score_spread":0.2248780897062945,"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."}}