{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005837888,0.000332926,0.0005015251,0.0008860742,0.0005229525,0.0004902708,0.0002771209,0.0005848168,0.002381042],"category_scores_gemma":[0.001518487,0.0005105768,0.0003747386,0.001283969,0.0004057987,0.0006643923,0.0004440323,0.0004285925,0.0004158332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000217041,"about_ca_system_score_gemma":0.0002989957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013866,"about_ca_topic_score_gemma":0.001194695,"domain_scores_codex":[0.9994899,0.00009830167,0.00007838092,0.0001567157,0.00009721601,0.00007943269],"domain_scores_gemma":[0.9986357,0.0003685394,0.0005099663,0.0001679849,0.000112634,0.0002050907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009160314,0.00004800818,0.9966994,0.0000182946,0.00002507017,0.001887255,0.0000768085,0.00001551807,0.0001955462,0.00001582289,0.00004639411,0.000880291],"study_design_scores_gemma":[0.00002439406,0.0005926028,0.9675166,0.00002407367,0.00006900996,0.0302352,0.0004867858,0.000158652,0.0001224847,0.00004011638,0.0007186783,0.00001136823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987024,0.0007238595,0.00009303515,0.00001339159,0.000004893071,0.00001558648,0.00009267712,0.000003079533,0.0003510341],"genre_scores_gemma":[0.9993702,0.0003045211,0.00006218375,0.0000239606,0.00001707462,0.00001147134,0.0001303714,0.00000159938,0.00007873216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002381042,"threshold_uncertainty_score":0.007965446,"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."}}