{"id":"W4288079142","doi":"10.1097/der.0000000000000656","title":"Patch Testing: The Patient Experience","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Itching; Rash; Demographics; Dermatology; Referral; Patch testing; Exact test; Internal medicine; 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":[0.0004884162,0.0002729222,0.0003386098,0.0004266707,0.0009237288,0.001278342,0.0003094365,0.0009597048,0.00497778],"category_scores_gemma":[0.005976539,0.00019874,0.0002537961,0.0006810685,0.0006123771,0.001157168,0.0007429421,0.001115252,0.0007379896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003333788,"about_ca_system_score_gemma":0.0003652937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007771282,"about_ca_topic_score_gemma":0.001202333,"domain_scores_codex":[0.999253,0.0002102562,0.00006485392,0.00008917772,0.0001903663,0.0001924553],"domain_scores_gemma":[0.9975938,0.0008776706,0.0005742064,0.0001148672,0.000221391,0.0006180527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002054501,0.0004922638,0.7362009,0.0003907247,0.00007051302,0.1065813,0.01490784,0.0003468956,0.003306184,0.001037095,0.02410424,0.1123566],"study_design_scores_gemma":[0.00002456458,0.001013479,0.1959999,0.0003286184,0.00005249717,0.7539161,0.01359741,0.000706427,0.0006410131,0.0007585413,0.03291003,0.00005127755],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652801,0.005872717,0.0008064696,0.004768751,0.0001897743,0.00003172176,0.0001592883,0.0001102055,0.02278105],"genre_scores_gemma":[0.9960343,0.001547387,0.0001939746,0.001070704,0.0001562556,0.000008005309,0.00005877313,0.00001079645,0.0009197742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00497778,"threshold_uncertainty_score":0.01665235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380767063417476,"score_gpt":0.2519420729785544,"score_spread":0.2138653666368068,"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."}}