{"id":"W2019847647","doi":"10.2310/6620.2006.05023","title":"Laser-Assisted Penetration of Allergens for Patch Testing","year":2006,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Patch test; Dermatology; Laser; Allergen; Stratum corneum; Surgery; Allergy; Immunology; Pathology; Optics","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":[0.00005118405,0.0000878624,0.000200436,0.00006039109,0.00005770245,0.00001620841,0.0000373642,0.00004753972,0.0001255212],"category_scores_gemma":[0.00007163698,0.00008433084,0.00007721786,0.00011693,0.00001975825,0.00008287506,0.00001045471,0.00004024355,0.000009006144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001935322,"about_ca_system_score_gemma":0.00004651021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005489361,"about_ca_topic_score_gemma":0.0006437548,"domain_scores_codex":[0.9992723,0.00001257001,0.0003330498,0.0001016182,0.0001408387,0.0001396611],"domain_scores_gemma":[0.9994171,0.0001108136,0.0001176159,0.000132638,0.0001871612,0.00003462278],"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":[0.00002986678,0.0007608932,0.2736326,0.001654496,0.0002391874,0.0001382465,0.0006149908,0.0001344212,0.06759413,0.002436093,0.4483986,0.2043665],"study_design_scores_gemma":[0.001280963,0.0001277753,0.9351609,0.0001613358,0.00004577884,0.00009721595,0.00006519446,0.004173945,0.0285915,0.0003038388,0.029874,0.0001175993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721533,0.0001770352,0.003273252,0.002246097,0.0001370973,0.0004670775,0.00006347893,0.00008594609,0.02139671],"genre_scores_gemma":[0.9890418,0.00001694671,0.009467481,0.0005067746,0.0001250224,0.00003946461,0.0001719364,0.0000147116,0.0006158391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6615282,"threshold_uncertainty_score":0.3438912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568409970153289,"score_gpt":0.2566101112693414,"score_spread":0.2309260115678085,"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."}}