{"id":"W2050450407","doi":"10.1097/der.0b013e318260d5a0","title":"Nummular Eczema and Contact Allergy: A Retrospective Study","year":2012,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council","keywords":"Medicine; Dermatology; Contact allergy; Allergy; 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":[0.0001172543,0.0001673545,0.0003623139,0.00008087438,0.0001107932,0.0000491826,0.00004826819,0.00005428243,0.0004892291],"category_scores_gemma":[0.0000568199,0.0001448361,0.0000620553,0.00009494326,0.00002820627,0.0003300066,0.00006064466,0.0001482825,0.00009741198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005931231,"about_ca_system_score_gemma":0.00002126872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001712966,"about_ca_topic_score_gemma":0.000114251,"domain_scores_codex":[0.9989962,0.00005189421,0.000242045,0.0001594023,0.0002504989,0.0002999836],"domain_scores_gemma":[0.9993764,0.00002984409,0.00006525965,0.000257546,0.00006627745,0.0002046643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001132636,0.0005295954,0.9660804,0.00005728333,0.0003510616,0.0002055973,0.008580066,1.203114e-7,0.0002951809,0.001868657,0.01855612,0.003464539],"study_design_scores_gemma":[0.001672013,0.0002413593,0.9444193,0.00005888918,0.00005086884,0.0003583597,0.00171334,0.00004670486,0.0002043763,0.00005324015,0.05102743,0.000154164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983628,0.001508498,0.00006772873,0.00179281,0.0001946505,0.0005683239,0.00001177855,0.00009957477,0.01212863],"genre_scores_gemma":[0.9967219,0.000230436,0.0001852865,0.002140646,0.0002018124,0.00004367391,0.0000134289,0.00002286586,0.0004399353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03247131,"threshold_uncertainty_score":0.5906243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329175511318384,"score_gpt":0.2592756720470148,"score_spread":0.245983916933831,"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."}}