{"id":"W2943750667","doi":"10.1097/der.0000000000000477","title":"Screening for Gold Sensitization in Consecutive Eczema Patients: Prevalence, Relevance, and Sources of Exposure","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sensitization; Dermatology; Gold standard (test); Relevance (law); Skin sensitization; Internal medicine; 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":[0.0007826944,0.0003177662,0.0004592665,0.001196581,0.0004744586,0.000503982,0.0002880284,0.0006957133,0.002047748],"category_scores_gemma":[0.00377563,0.0003140323,0.0002845055,0.0007272173,0.0004411856,0.0007471538,0.0003726688,0.0005533815,0.000370136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791627,"about_ca_system_score_gemma":0.0002315272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193728,"about_ca_topic_score_gemma":0.001267732,"domain_scores_codex":[0.9993331,0.0001873172,0.00008079858,0.0001110717,0.0001567829,0.0001309431],"domain_scores_gemma":[0.9981408,0.0006703523,0.0006864321,0.00006716605,0.0001665432,0.0002686957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007865429,0.00003603959,0.9980257,0.000006797804,0.000006724749,0.000686531,0.00006500807,0.00001084779,0.0001826813,0.000003901053,0.00003418707,0.0008630723],"study_design_scores_gemma":[0.000008166066,0.0002652016,0.992121,0.000008705849,0.00001584757,0.006973383,0.0002437139,0.0001324472,0.0001306611,0.0000139724,0.00008340086,0.000003456207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993357,0.0002098359,0.00003816363,0.00002773253,0.000003501702,0.000009848922,0.00003308852,0.000002803307,0.0003394322],"genre_scores_gemma":[0.999782,0.00007452819,0.00004556642,0.0000138954,0.000007659385,0.000004293629,0.00003662891,6.707808e-7,0.00003464534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002047748,"threshold_uncertainty_score":0.006850421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008305880963629511,"score_gpt":0.2271527213679864,"score_spread":0.2188468404043569,"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."}}