{"id":"W3005746197","doi":"10.1097/der.0000000000000558","title":"Relevant Contact Allergy to Benzisothiazolinone in a Personal Care Product","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact allergy; Product (mathematics); Personal care; Dermatology; Allergy; Family medicine; Contact dermatitis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003618524,0.0001894486,0.0004127916,0.0001100882,0.00005084792,0.00004052827,0.0000998214,0.00005315906,0.0005254232],"category_scores_gemma":[0.0001479456,0.0001793905,0.00009761955,0.0002648966,0.00001610299,0.0001245884,0.0000643129,0.000221903,0.0003012453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008809353,"about_ca_system_score_gemma":0.0001285264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003118801,"about_ca_topic_score_gemma":0.000734527,"domain_scores_codex":[0.9986665,0.0000332354,0.0003579229,0.0003231476,0.000310069,0.0003091879],"domain_scores_gemma":[0.9993318,0.00002923762,0.00005074912,0.0001834313,0.0001049373,0.0002997994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003734676,0.0004651705,0.09205649,0.002964551,0.0005034448,0.007759981,0.2769537,0.00009257986,0.02230367,0.002275495,0.4587459,0.1355056],"study_design_scores_gemma":[0.002286457,0.0003667167,0.5063557,0.0004108865,0.00002076494,0.0002094103,0.003695112,0.0007083961,0.003206232,0.00001211397,0.482397,0.0003311393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8580245,0.00252425,0.0001059118,0.1298479,0.000171471,0.0008299625,0.0000633592,0.0001464732,0.008286203],"genre_scores_gemma":[0.964866,0.0002217184,0.0007258407,0.03362536,0.0002782904,0.0000531602,0.00007328182,0.00002920334,0.0001271669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4142992,"threshold_uncertainty_score":0.7315331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666597275866608,"score_gpt":0.246955839430364,"score_spread":0.230289866671698,"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."}}