{"id":"W73211242","doi":"10.2310/derm.1.2004.2006","title":"Etiology of Hand Dermatitis among Patients Referred for Patch Testing","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":"Medicine; Irritant contact dermatitis; Dermatology; Contact dermatitis; Allergic contact dermatitis; Hand dermatitis; Etiology; Patch testing; Patch test; Hand eczema; Eczematous dermatitis; Demographics; Population; Allergy; Occupational Dermatitis; Internal medicine; Immunology; Environmental health; Demography","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":[0.0002737418,0.0002802185,0.0003895634,0.0009390004,0.0005590623,0.0005538796,0.0002787999,0.0005523918,0.004545609],"category_scores_gemma":[0.001851718,0.0002640175,0.0003508919,0.0009271019,0.0004054271,0.0004632392,0.0003371794,0.0005663569,0.0005451275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003504519,"about_ca_system_score_gemma":0.0003075138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001632469,"about_ca_topic_score_gemma":0.001237173,"domain_scores_codex":[0.9995845,0.00005922182,0.00004170075,0.0001000496,0.00009735706,0.0001171909],"domain_scores_gemma":[0.9985332,0.0003973926,0.0006614901,0.00005202684,0.000126202,0.0002297315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003133622,0.00002038204,0.9954814,0.000009733964,0.000008071018,0.002975015,0.00005682601,0.00001578123,0.0002468016,0.000005294011,0.00007966356,0.001069655],"study_design_scores_gemma":[0.000009357687,0.000202554,0.960632,0.00002360041,0.00002833047,0.03821506,0.0003621499,0.00009450749,0.0001936065,0.00002301187,0.0002102347,0.000005596925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982637,0.0006798317,0.00005578345,0.00005763851,0.000008356213,0.00001095084,0.00009776724,0.00001021981,0.0008159038],"genre_scores_gemma":[0.9996017,0.0001486618,0.00003716079,0.00004014313,0.0000176323,0.000003727091,0.00008107303,0.00000197468,0.00006806984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004545609,"threshold_uncertainty_score":0.01520652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324884790178739,"score_gpt":0.2557236002511896,"score_spread":0.2324747523494022,"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."}}