{"id":"W7154618778","doi":"10.2310/6620.2009.00005aa","title":"Value of Extensive Patch Testing","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.003840348,0.001151584,0.001181257,0.0008977191,0.0005871411,0.001088529,0.0008549434,0.001362899,0.009920219],"category_scores_gemma":[0.01083844,0.000201618,0.001193232,0.0003370825,0.000717259,0.001857991,0.0007017804,0.001630589,0.003003326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004514229,"about_ca_system_score_gemma":0.0006281668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005993122,"about_ca_topic_score_gemma":0.001102016,"domain_scores_codex":[0.9967874,0.001479871,0.0001921715,0.0002545565,0.001172238,0.0001137711],"domain_scores_gemma":[0.9812291,0.01252322,0.0008421912,0.002341015,0.002240332,0.0008240726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004522611,0.002767922,0.05927108,0.001282414,0.0002849429,0.004882169,0.0005017404,0.001811732,0.05311029,0.002480037,0.01310737,0.8559776],"study_design_scores_gemma":[0.0009637202,0.03376614,0.3677212,0.005344626,0.002858633,0.1331936,0.004247986,0.0190559,0.1147637,0.02153976,0.2962098,0.0003349482],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6936089,0.07644559,0.07678097,0.02155598,0.003705712,0.001039258,0.0006775639,0.002468111,0.1237179],"genre_scores_gemma":[0.946954,0.01093186,0.02253464,0.00363226,0.00163053,0.0001897376,0.0002999476,0.0002573287,0.01356963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009920219,"threshold_uncertainty_score":0.03318644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236856246476551,"score_gpt":0.2378655028050592,"score_spread":0.2154969403402937,"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."}}