{"id":"W4388463787","doi":"10.1089/derm.2023.0173","title":"Day 2 Patch Testing Does Not Impact Final Diagnosis in Patch Testing Process","year":2023,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Patch testing; Medicine; State (computer science); Library science; Contact dermatitis; Dermatology; Computer science","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":[0.002217398,0.0003926427,0.0005813728,0.0004528694,0.004103492,0.003502215,0.001193353,0.03967136,0.0151015],"category_scores_gemma":[0.01831623,0.0004663519,0.0008138116,0.0003166536,0.001525773,0.002098402,0.001019168,0.01743763,0.009051859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00432966,"about_ca_system_score_gemma":0.004486789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059781,"about_ca_topic_score_gemma":0.03200277,"domain_scores_codex":[0.9974038,0.000693223,0.0003097955,0.0002781279,0.0006851463,0.0006299299],"domain_scores_gemma":[0.9918487,0.004487153,0.0004492175,0.0003769484,0.001508931,0.001329091],"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":[0.0001735048,0.0001836658,0.00837323,0.00005292147,0.00001459872,0.02958241,0.0004270735,0.00009854979,0.0008530099,0.003241754,0.936057,0.02094224],"study_design_scores_gemma":[0.0002048509,0.0004143007,0.01761716,0.000564984,0.00006676668,0.04416273,0.002311332,0.001201914,0.001260545,0.01394585,0.9181532,0.00009639033],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006294293,0.0006013456,0.0002537933,0.9350625,0.01066692,0.00003637893,0.00006218405,0.00007499591,0.04694758],"genre_scores_gemma":[0.05133065,0.0006922916,0.0008295213,0.8724002,0.02187448,0.0000561231,0.00005793336,0.00006894949,0.05268995],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03967136,"threshold_uncertainty_score":0.05051953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05586291346992971,"score_gpt":0.3066217890476835,"score_spread":0.2507588755777538,"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."}}