{"id":"W158167970","doi":"10.2310/6620.2010.09074","title":"Patch Testing Practices of American Contact Dermatitis Society Members","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch testing; Contact dermatitis; Allergic contact dermatitis; Patch test; Allergen; Test (biology); Dermatology; Family medicine; Allergy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001209854,0.0001683096,0.0001570141,0.000966338,0.0003432668,0.0004484723,0.0002654013,0.0003900506,0.002675604],"category_scores_gemma":[0.004482521,0.0001272824,0.0001981339,0.0007212218,0.0002787779,0.0004679963,0.000309543,0.0002114438,0.0004233786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867589,"about_ca_system_score_gemma":0.0002316933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002790015,"about_ca_topic_score_gemma":0.002883139,"domain_scores_codex":[0.9987046,0.0005245162,0.0001141898,0.0001484003,0.0004138839,0.00009448485],"domain_scores_gemma":[0.9947061,0.001717816,0.001751181,0.0002211533,0.0009664628,0.0006374292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000690313,0.0001384794,0.9675703,0.00006236275,0.00002761843,0.0002688215,0.002019761,0.0001002937,0.001185294,0.00002537375,0.001170001,0.02736267],"study_design_scores_gemma":[0.000008712042,0.0006713629,0.98646,0.00007473308,0.00003187982,0.002727021,0.004894611,0.0005355778,0.0007546255,0.00003694775,0.00379038,0.00001424691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975872,0.0003409637,0.00009510394,0.0001868678,0.000008236406,0.00000958956,0.00006814413,0.00001215872,0.001691775],"genre_scores_gemma":[0.9987893,0.0003589783,0.0001659048,0.0001043649,0.00001153187,0.000009163798,0.00008823113,0.000002878605,0.0004696528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002790015,"threshold_uncertainty_score":0.00895077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188229098320966,"score_gpt":0.2920185880765548,"score_spread":0.2701362970933451,"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."}}