{"id":"W4391886078","doi":"10.1089/derm.2023.0251","title":"I'm All Ears: Common Allergens in Wireless in-Ear Headphones","year":2024,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Headphones; Dermatology; Contact dermatitis; Allergic contact dermatitis; Family medicine; Allergy; Engineering","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":[0.0007281309,0.0008046972,0.0008580078,0.001617509,0.001023288,0.00300467,0.0003748306,0.002039581,0.03895022],"category_scores_gemma":[0.002878247,0.0004156386,0.001002719,0.001604341,0.0006349546,0.002721855,0.0009830765,0.001727202,0.01523178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007016546,"about_ca_system_score_gemma":0.0003468579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001772585,"about_ca_topic_score_gemma":0.002389604,"domain_scores_codex":[0.9987314,0.0002135193,0.0001613481,0.0001727337,0.0005290917,0.0001919499],"domain_scores_gemma":[0.9987842,0.0003659647,0.0003576551,0.00006820983,0.0002696812,0.0001541985],"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":[0.0007024948,0.0003677017,0.04701836,0.003117938,0.0003237801,0.04535775,0.0009802255,0.000177846,0.01399423,0.002405979,0.4690435,0.4165102],"study_design_scores_gemma":[0.0000965901,0.000506788,0.07433744,0.004954009,0.0004820893,0.3289374,0.00387625,0.0003181328,0.009285508,0.00426584,0.5728257,0.0001141921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1658574,0.4605988,0.01040182,0.06115971,0.01347849,0.0007107751,0.003072964,0.002024601,0.2826954],"genre_scores_gemma":[0.5320497,0.2109916,0.006532188,0.03642926,0.008725557,0.0001927183,0.002148193,0.0008420872,0.2020888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03895022,"threshold_uncertainty_score":0.1303014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722166205836048,"score_gpt":0.2780014226521334,"score_spread":0.2607797605937729,"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."}}