{"id":"W2888869791","doi":"10.1097/der.0000000000000400","title":"Sociology of Nickel Allergy","year":2018,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nickel allergy; Allergy; Dermatology; Immunology; Contact dermatitis","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":[0.001892138,0.0002469017,0.0002818172,0.001028311,0.006262108,0.004048914,0.0006015698,0.005817872,0.01206022],"category_scores_gemma":[0.005442201,0.0001684159,0.0002127593,0.0009525787,0.009115929,0.00473332,0.003030705,0.005163756,0.00115878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01044279,"about_ca_system_score_gemma":0.0073102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02467866,"about_ca_topic_score_gemma":0.02811524,"domain_scores_codex":[0.9981384,0.001063763,0.00004541691,0.0001344323,0.0002915562,0.0003264188],"domain_scores_gemma":[0.9953932,0.002633397,0.0004536443,0.0001365947,0.0005137812,0.0008694346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001700037,0.00004556138,0.003741351,0.0001493545,0.00000939712,0.001142915,0.01008598,0.000117596,0.0000728769,0.3984323,0.5727074,0.0134783],"study_design_scores_gemma":[0.00001659049,0.00001404026,0.004241763,0.0004372069,0.000004754547,0.0008141211,0.01512975,0.0001454522,0.00002449379,0.07941205,0.8997426,0.0000172932],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004415337,0.01087356,0.0001079295,0.9239687,0.002332868,0.000006265303,0.00003423362,0.000008989392,0.05825206],"genre_scores_gemma":[0.4714603,0.05388978,0.0002503199,0.3635716,0.03203724,0.0001123089,0.00009218787,0.00004894726,0.07853732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02467866,"threshold_uncertainty_score":0.07576811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174249123886213,"score_gpt":0.2562802966878376,"score_spread":0.2388553842992163,"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."}}