{"id":"W2972299312","doi":"10.2310/6620.2010.00008","title":"Starting a Tertiary Patch Test Clinic from Scratch: An Opportunity for Innovation","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Test (biology); Scratch; Tertiary care; Patch test; Family medicine; Composite material","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":[0.007593732,0.0008579555,0.0005427915,0.00110663,0.001628546,0.003591802,0.00259614,0.006549324,0.04047702],"category_scores_gemma":[0.01088789,0.0003309708,0.001258337,0.0005632113,0.001063668,0.005000374,0.003426383,0.005218445,0.009633984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294835,"about_ca_system_score_gemma":0.005785093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008325125,"about_ca_topic_score_gemma":0.002481345,"domain_scores_codex":[0.9955682,0.001247436,0.0003332251,0.000481574,0.001401986,0.0009675219],"domain_scores_gemma":[0.9760069,0.005594931,0.001147846,0.001242389,0.003963618,0.01204415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007402428,0.005942218,0.01097358,0.002242222,0.00008003856,0.005420697,0.001024794,0.0005722733,0.00608148,0.007556466,0.2178209,0.7415451],"study_design_scores_gemma":[0.00265565,0.0125574,0.06930114,0.005143248,0.0002383375,0.02552768,0.01019133,0.002953778,0.007076439,0.05064001,0.8132585,0.000456523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.05910094,0.03124372,0.05264016,0.7213897,0.02849016,0.001854294,0.0005595423,0.003106015,0.1016154],"genre_scores_gemma":[0.4075418,0.04751527,0.1888749,0.205667,0.07361316,0.001956588,0.001375546,0.0008576732,0.0725981],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04047702,"threshold_uncertainty_score":0.1354091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294128387861883,"score_gpt":0.2574390906505891,"score_spread":0.2344978067719702,"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."}}