{"id":"W2264096534","doi":"10.1056/jd200907240000002","title":"Changes in Patch Test Frequencies for Contact Allergies","year":2009,"lang":"en","type":"article","venue":"Journal watch","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Test (biology); Contact allergy; Allergy; Dermatology; Contact dermatitis; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002322715,0.0001436611,0.0003531471,0.0001023859,0.0001037212,0.0000805607,0.00009457752,0.00007446922,0.0001395102],"category_scores_gemma":[0.0002577831,0.0001064134,0.0001159383,0.0001024992,0.00001390201,0.0001520305,0.00001012601,0.0002661504,0.000009252568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275792,"about_ca_system_score_gemma":0.00008292677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005001293,"about_ca_topic_score_gemma":0.0009235107,"domain_scores_codex":[0.999029,0.00001585493,0.0003051189,0.0001209385,0.0002125244,0.0003165217],"domain_scores_gemma":[0.9993433,0.0001648585,0.0001071553,0.0001256025,0.0001405925,0.0001184609],"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":[0.0007310894,0.001441637,0.2720353,0.0003033277,0.0002564641,0.002369838,0.01062687,0.00002275621,0.2110094,0.00121422,0.2996967,0.2002925],"study_design_scores_gemma":[0.006531838,0.003286575,0.743255,0.000937516,0.00006987953,0.001839312,0.002748995,0.0002555304,0.01552343,0.006220559,0.2188916,0.0004397825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8126999,0.0008998091,0.00005646266,0.1840355,0.0002277083,0.0003159551,0.000010336,0.00003792658,0.001716471],"genre_scores_gemma":[0.9903594,0.003692226,0.0008561661,0.002534391,0.0005148213,0.00001235747,0.000006875147,0.00001325217,0.002010562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4712196,"threshold_uncertainty_score":0.4339414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194827706646703,"score_gpt":0.2826945043678362,"score_spread":0.2607462273013691,"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."}}