{"id":"W3087681203","doi":"10.1097/der.0000000000000621","title":"American Contact Dermatitis Society Core Allergen Series: 2020 Update","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergen; Allergic contact dermatitis; Dermatology; Series (stratigraphy); Core (optical fiber); Contact dermatitis; Immunology; Allergy; Composite material","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":["insufficient_payload"],"category_scores_codex":[0.00005940475,0.0003821734,0.0007954807,0.00003838238,0.0002037217,0.0001147704,0.0002376489,0.00009922227,0.00257987],"category_scores_gemma":[0.0000841417,0.0003675969,0.0004131479,0.0004410085,0.0001585615,0.0004757702,0.0001408621,0.000353014,0.0008682215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007682812,"about_ca_system_score_gemma":0.0001515925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002081109,"about_ca_topic_score_gemma":0.0001474818,"domain_scores_codex":[0.997895,0.00004849889,0.0006362777,0.0004201567,0.0004830013,0.0005170348],"domain_scores_gemma":[0.9985737,0.00005700261,0.0002557941,0.0003955892,0.0001615209,0.0005563889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001762209,0.00005881121,0.01453103,0.0003424403,0.000429733,0.0006412701,0.004076215,0.000006371364,0.001170111,0.0006702442,0.9683589,0.009697261],"study_design_scores_gemma":[0.001626313,0.0003113086,0.1793899,0.0001382889,0.0001075882,0.0006374797,0.001796627,0.001991348,0.001530671,0.00006987977,0.8119398,0.0004608717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5820763,0.001768129,0.002085663,0.393268,0.0005332078,0.001280661,0.0005338596,0.001082651,0.01737154],"genre_scores_gemma":[0.8569937,0.004073362,0.003344276,0.1343175,0.000441141,0.00005535089,0.0003768228,0.00006792734,0.0003298498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2749175,"threshold_uncertainty_score":0.9999097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690755865271734,"score_gpt":0.2498308758777736,"score_spread":0.2329233172250562,"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."}}