{"id":"W2398289208","doi":"10.2310/6620.2010.10024","title":"Patch-Testing with Plastics and Glues Series Allergens","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patch testing; Medicine; Dermatology; Patch test; Allergy; Contact dermatitis; Immunology","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":[0.00003135662,0.0001256073,0.0001910889,0.00004564785,0.0001129486,0.00006093805,0.00003678278,0.00005236037,0.0002076793],"category_scores_gemma":[0.0001117244,0.00009839212,0.00001940632,0.00007984872,0.00009337591,0.0001750664,0.00003323979,0.000182722,0.00002078692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004998909,"about_ca_system_score_gemma":0.00004421943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001404684,"about_ca_topic_score_gemma":0.001639387,"domain_scores_codex":[0.9993798,0.0000083267,0.0001595779,0.0001277808,0.0001485156,0.0001760065],"domain_scores_gemma":[0.9994994,0.0000791719,0.00005178971,0.0001548402,0.00009799789,0.0001167996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004074228,0.0001302399,0.8886082,0.0006620254,0.0002619815,0.001486272,0.003948573,0.000006615173,0.01510505,0.004025514,0.04555169,0.04017312],"study_design_scores_gemma":[0.0008990007,0.0002111138,0.8810015,0.000193279,0.00004947091,0.003113418,0.0003773434,0.000449962,0.003987057,0.000195835,0.1093039,0.0002181392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867138,0.0001072934,0.000134095,0.004064237,0.00015612,0.0001298398,0.00001535549,0.0001131985,0.008566071],"genre_scores_gemma":[0.9878213,0.0001207416,0.01030726,0.001160148,0.0001360476,0.00001231781,0.0000170873,0.00002019952,0.0004048611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06375219,"threshold_uncertainty_score":0.4012314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093020675966374,"score_gpt":0.2185972447783335,"score_spread":0.2076670380186698,"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."}}