{"id":"W3195612776","doi":"10.1097/der.0000000000000778","title":"A Cautionary Tale: Potential for Irritant Patch Test Reactions to Dicetyldimonium Chloride (Quaternium-31)","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Historical Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Veterans Affairs; Dermatology; Patch test; Test (biology); Family medicine; Patch testing; Contact dermatitis; Allergy; Internal 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":[0.00008431524,0.0001369555,0.0002574853,0.00008561436,0.0002055424,0.00002777313,0.00007056569,0.00009265567,0.0004391326],"category_scores_gemma":[0.001881329,0.0001211922,0.0001406334,0.0002950018,0.00004907088,0.0000865015,0.00005346156,0.0001895028,0.0004997591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003832395,"about_ca_system_score_gemma":0.0003802533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005161875,"about_ca_topic_score_gemma":0.00009852417,"domain_scores_codex":[0.9984445,0.00002578771,0.0002968773,0.0002989606,0.0005139589,0.0004199105],"domain_scores_gemma":[0.9983959,0.0002781683,0.00003705509,0.0002801707,0.0002669908,0.0007417809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003316787,0.004442039,0.01945481,0.001122207,0.000651711,0.01430092,0.0009151003,0.000009568231,0.02285638,0.0007511806,0.8894739,0.04569048],"study_design_scores_gemma":[0.002941171,0.0007605404,0.07334258,0.0002696197,0.0001755281,0.000963283,0.0001233115,0.000711355,0.01705501,0.0004536974,0.9029726,0.0002312723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6827769,0.001931744,0.04151873,0.2441305,0.003090061,0.003634195,0.002090471,0.0005018162,0.02032556],"genre_scores_gemma":[0.9787579,0.000223224,0.002905902,0.003409964,0.0004350922,0.000420941,0.0005263807,0.00002670822,0.01329395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2959809,"threshold_uncertainty_score":0.6423559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806324184247031,"score_gpt":0.3010022139275509,"score_spread":0.2829389720850806,"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."}}