{"id":"W2418237334","doi":"10.2310/6620.2011.10123","title":"Contact Sensitization in Chinese Patients with Hand Eczema","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Patch test; Hand eczema; Allergy; Contact allergy; Sensitization; Contact dermatitis; p-Phenylenediamine; Allergic contact dermatitis; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002751859,0.0001238221,0.0002274889,0.000116089,0.00004457031,0.00002456739,0.00003308267,0.00004460353,0.0004325793],"category_scores_gemma":[0.00003203073,0.00009083032,0.00003043297,0.0001565452,0.00002699461,0.0002160866,0.00001565802,0.00007945709,0.00005803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003125697,"about_ca_system_score_gemma":0.00002809411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004277717,"about_ca_topic_score_gemma":0.001018544,"domain_scores_codex":[0.9993274,0.00002271617,0.000208357,0.0001249974,0.0001604124,0.0001561529],"domain_scores_gemma":[0.9995986,0.00001842873,0.00006216718,0.0001591917,0.00009275343,0.00006892162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002637239,0.0001369849,0.9940832,0.00006231596,0.00002505157,0.0001453364,0.002103667,7.25541e-7,0.00005088363,0.0001270944,0.0008102648,0.002428149],"study_design_scores_gemma":[0.002755761,0.0001337376,0.9952849,0.00019714,0.00001424888,0.00004738327,0.00004247468,0.0001446423,0.000397927,0.0000849306,0.0007794088,0.0001174462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986178,0.00004931193,0.0001479151,0.0005325903,0.00006789702,0.0002955281,0.00001205577,0.00003002063,0.01268662],"genre_scores_gemma":[0.9977196,0.00002839492,0.000373953,0.001584788,0.00002758295,0.00001260306,0.0001038069,0.00001697501,0.0001322425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01255438,"threshold_uncertainty_score":0.473644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008204654619220535,"score_gpt":0.2079086640654779,"score_spread":0.1997040094462574,"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."}}