{"id":"W4239864566","doi":"10.1097/01206501-200312000-00008","title":"Reimbursement for Patch Testing at Academic Centers: The Achillesʼ Heel of Academic Contact Dermatitis Specialists","year":2003,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch testing; Heel; Reimbursement; Contact dermatitis; Dermatology; Health care; 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":[0.009046215,0.0005866826,0.0008950855,0.00141693,0.002490939,0.005826389,0.001227106,0.007303517,0.05759915],"category_scores_gemma":[0.04111117,0.0004805754,0.0004746092,0.001253925,0.003506162,0.003976997,0.003187822,0.006735056,0.007574764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003974872,"about_ca_system_score_gemma":0.007692199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005039531,"about_ca_topic_score_gemma":0.01475096,"domain_scores_codex":[0.9922612,0.002759562,0.0004797824,0.0005043535,0.002450127,0.00154508],"domain_scores_gemma":[0.9535707,0.01342356,0.002497271,0.001182864,0.004654872,0.02467076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001832088,0.0001335285,0.007948054,0.0002011043,0.00002372455,0.0008717981,0.0002318166,0.0001451146,0.0005589392,0.009634656,0.8137422,0.1663259],"study_design_scores_gemma":[0.0004016447,0.001076318,0.07050056,0.005280674,0.0001195342,0.009843634,0.00755622,0.002872244,0.0005062219,0.03472155,0.8668771,0.0002443869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.007216819,0.007527869,0.001103312,0.9610509,0.006430113,0.0000469632,0.0001117754,0.00008995766,0.01642221],"genre_scores_gemma":[0.3374116,0.04110035,0.007426118,0.516763,0.05248867,0.0001955603,0.0006950102,0.0004172784,0.04350246],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05759915,"threshold_uncertainty_score":0.1926884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905597147119715,"score_gpt":0.2944131817817918,"score_spread":0.2553572103105947,"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."}}