{"id":"W2330017573","doi":"10.1097/01206501-200006000-00046","title":"U.S. DERMATOLOGISTSʼ APPROACH TO PATCH TESTING","year":2000,"lang":"en","type":"article","venue":"Dermatitis","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch testing; Dermatology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004254797,0.0003782071,0.0002905938,0.002522573,0.002233448,0.002494423,0.0009593245,0.002952325,0.02096711],"category_scores_gemma":[0.009499159,0.00038625,0.0004257928,0.0009978381,0.001111537,0.001101083,0.001681544,0.004651477,0.00553157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002523489,"about_ca_system_score_gemma":0.00826974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02333268,"about_ca_topic_score_gemma":0.09522881,"domain_scores_codex":[0.9974935,0.0006099296,0.0004188734,0.0002695043,0.0009874054,0.0002207627],"domain_scores_gemma":[0.9925507,0.001153952,0.0003191063,0.0003531949,0.004655426,0.0009675002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006000339,0.0002701792,0.009215167,0.0001382505,0.00001849556,0.0005827133,0.0003325536,0.000252251,0.001327076,0.006223599,0.6902938,0.291286],"study_design_scores_gemma":[0.00005622981,0.000172709,0.01806288,0.0007242619,0.00003649819,0.003812361,0.001218857,0.0008116346,0.0008203519,0.007974251,0.9662676,0.00004238762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008744951,0.02340744,0.02194776,0.639294,0.01719923,0.0006929836,0.0007207436,0.0007608985,0.2872321],"genre_scores_gemma":[0.1760802,0.06058018,0.07954005,0.4517813,0.01790888,0.001236222,0.001138266,0.0003804141,0.2113545],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02333268,"threshold_uncertainty_score":0.07014191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02413761708883623,"score_gpt":0.2433893257956843,"score_spread":0.219251708706848,"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."}}