{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006821166,0.0002247264,0.000506167,0.004086957,0.000396544,0.001125383,0.0004397585,0.0007193177,0.001300438],"category_scores_gemma":[0.02438517,0.0001826149,0.0005753743,0.003953133,0.0005039935,0.001119616,0.0004513496,0.0004096102,0.0002403867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005937065,"about_ca_system_score_gemma":0.001029516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005953,"about_ca_topic_score_gemma":0.003491851,"domain_scores_codex":[0.9917948,0.003618782,0.001457122,0.0008201282,0.002099676,0.0002096384],"domain_scores_gemma":[0.957971,0.01716704,0.01652818,0.0006966751,0.006798569,0.0008385129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001423008,0.0001328131,0.9260823,0.001878599,0.0002314966,0.0005736419,0.001652377,0.00006373373,0.001018225,0.00006578326,0.001354806,0.06680391],"study_design_scores_gemma":[0.00001618409,0.0007007776,0.9765678,0.002680817,0.0003954043,0.006952678,0.006000028,0.0002629533,0.0009083871,0.0001019218,0.005375168,0.0000379251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9110525,0.08091392,0.0008305616,0.001442253,0.00009822503,0.0001035695,0.0005281637,0.00002943827,0.005001424],"genre_scores_gemma":[0.9757791,0.022375,0.0008563315,0.0004424168,0.00007131907,0.00004974987,0.0002711257,0.000005098026,0.0001498221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006821166,"threshold_uncertainty_score":0.03607422,"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."}}