{"id":"W2943130459","doi":"10.1097/der.0000000000000476","title":"Oh My Glucosides! Occult Sources in Medical Products","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Occult; Dermatology; Traditional medicine; Pathology; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009144595,0.0001044089,0.0001110374,0.00004091273,0.00002709752,0.0000222563,0.0001593887,0.0001222572,0.0002194849],"category_scores_gemma":[0.000132151,0.0001051459,0.00004380518,0.00007715799,0.00005443889,0.000004205922,0.00006497336,0.00006068224,0.0001327189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008026868,"about_ca_system_score_gemma":0.00009661337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004933306,"about_ca_topic_score_gemma":0.000135372,"domain_scores_codex":[0.9990968,0.00004950972,0.0001844472,0.0002662718,0.0002031831,0.0001997695],"domain_scores_gemma":[0.9994975,0.000007328132,0.00003709752,0.0002777239,0.00006138074,0.000118925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008637558,0.0008845718,0.6243029,0.000927676,0.0001043938,0.0001380741,0.0007393006,0.00008405323,0.1985123,0.00057209,0.1646674,0.008980823],"study_design_scores_gemma":[0.002365821,0.0001477827,0.2549163,0.0001111538,0.00001432693,0.00008069947,0.0001882199,0.0001027629,0.2878446,0.0003655102,0.4534409,0.0004218546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934882,0.00223957,0.00003540352,0.001835685,0.0001809123,0.0001883041,0.00002992025,0.00001309459,0.001988901],"genre_scores_gemma":[0.9946791,0.0006154288,0.0002117551,0.00347982,0.0002703439,0.00002029596,0.0002841285,0.00001358192,0.0004255661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3693866,"threshold_uncertainty_score":0.4287724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004955695594594749,"score_gpt":0.2252247782178495,"score_spread":0.2202690826232548,"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."}}