{"id":"W4296783495","doi":"10.1097/der.0000000000000951","title":"A Retrospective Review of Late Delayed Positive Patch Testing Greater Than Day 8 at Mayo Clinic From 2001 to 2020","year":2022,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Cobalt chloride; Gold salts; Cobalt; Gold standard (test); Patch testing; Allergen; Dermatology; Contact dermatitis; Surgery; Internal medicine; Allergy; Immunology; Organic chemistry; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004243489,0.0006459159,0.003760402,0.0001861653,0.0001598857,0.00003335111,0.0003376184,0.0002108625,0.01912174],"category_scores_gemma":[0.0008153724,0.0005517732,0.0008826169,0.0008250679,0.00005168778,0.0001092258,0.0005402342,0.0006723611,0.0006632775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006393426,"about_ca_system_score_gemma":0.0003264573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558601,"about_ca_topic_score_gemma":0.0002481469,"domain_scores_codex":[0.9958868,0.000517879,0.001737694,0.0007000683,0.0006687129,0.0004888652],"domain_scores_gemma":[0.9969451,0.0006501655,0.001039429,0.0008352889,0.0002419097,0.0002880979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001412322,0.0001120783,0.002388361,0.07456207,0.001872659,0.00237409,0.00107138,9.829267e-8,0.000002102232,0.000003748959,0.347471,0.5701283],"study_design_scores_gemma":[0.0003602146,0.0002696741,0.01006778,0.1807085,0.001791987,0.0004547878,0.0000224524,0.000004235662,0.000003861082,0.00001278868,0.805855,0.0004487304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003084184,0.981577,0.00001328392,0.001196285,0.0003900697,0.002343243,0.003707081,0.00008601414,0.01037862],"genre_scores_gemma":[0.00006174458,0.987655,0.0007509565,0.005824888,0.0002443161,0.0004041111,0.002600292,0.0001203397,0.002338296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5696796,"threshold_uncertainty_score":0.9996934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05193310028545708,"score_gpt":0.324370569203888,"score_spread":0.2724374689184309,"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."}}