{"id":"W2412640343","doi":"10.1097/der.0000000000000132","title":"Clinical Utilization of Repeated Open Application Test Among American Contact Dermatitis Society Members","year":2015,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Test (biology); Contact dermatitis; Patch testing; Dermatology; Immunology; Allergy","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":[0.00040298,0.0002068155,0.0007138622,0.00006927818,0.00008128741,0.00008342951,0.000276335,0.0001162739,0.0001259314],"category_scores_gemma":[0.0004254168,0.0001966057,0.0002133843,0.0004310711,0.00024516,0.000485807,0.0001588758,0.0001953632,0.00004408268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101272,"about_ca_system_score_gemma":0.0002176181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003023925,"about_ca_topic_score_gemma":0.0006650244,"domain_scores_codex":[0.997906,0.0001129461,0.001013468,0.0003148713,0.0004076678,0.0002450926],"domain_scores_gemma":[0.9978142,0.0002249827,0.0006434008,0.0005474365,0.0004676374,0.0003022834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001509342,0.0003147386,0.7904679,0.0001430205,0.000175404,0.00003281028,0.001378305,0.000010426,0.0001522705,0.0004140204,0.1660163,0.04087977],"study_design_scores_gemma":[0.002671267,0.00037536,0.9064654,0.0002226985,0.0001149428,0.00010787,0.001347546,0.009873801,0.001240464,0.00009486919,0.0772554,0.0002303993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539928,0.0002555933,0.006035547,0.005810072,0.0002383737,0.001866761,0.0001200911,0.0002289728,0.03145172],"genre_scores_gemma":[0.9915417,0.0005195714,0.002857894,0.004191181,0.00009217869,0.00009009942,0.0004109656,0.000035104,0.0002612557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1159975,"threshold_uncertainty_score":0.8017348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0533362618039936,"score_gpt":0.3506633966499938,"score_spread":0.2973271348460002,"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."}}