{"id":"W7133191578","doi":"10.2310/6620.2006.x0002t","title":"Patient Survey Results from Patch Testing at the Mayo Clinic","year":2006,"lang":"en","type":"article","venue":"Dermatitis","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Patch testing; MEDLINE","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":[0.001209178,0.0003307999,0.0004621866,0.001814023,0.0005739316,0.0007113927,0.0003167614,0.0005958368,0.003413339],"category_scores_gemma":[0.004716014,0.000211549,0.0004644328,0.001502102,0.000181245,0.0004478139,0.0005092866,0.000493982,0.001170055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006742589,"about_ca_system_score_gemma":0.0004348375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01377038,"about_ca_topic_score_gemma":0.015043,"domain_scores_codex":[0.997914,0.0005692385,0.0003073911,0.0002764886,0.0006686818,0.0002642193],"domain_scores_gemma":[0.995527,0.0008866485,0.00153749,0.0002060072,0.001156811,0.000686048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001054383,0.00007413878,0.9956059,0.00001989586,0.00002933632,0.00007825808,0.0001078695,0.00003065715,0.0003805509,0.000005315315,0.0008832775,0.002679331],"study_design_scores_gemma":[0.000003797507,0.00008815936,0.9992681,0.000002039313,0.00001227149,0.0001521505,0.00007274018,0.00004632766,0.00007469168,0.000001857333,0.0002758391,0.000001968883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918053,0.0002026109,0.0001848347,0.0001934264,0.000009925284,0.00006849165,0.004171971,0.00005415935,0.003309154],"genre_scores_gemma":[0.9954905,0.0001252783,0.0002442344,0.000172766,0.00002222655,0.00004709373,0.003045563,0.00001255847,0.000839784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01377038,"threshold_uncertainty_score":0.02738047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08386403466452486,"score_gpt":0.3431535324575469,"score_spread":0.259289497793022,"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."}}