{"id":"W4238033122","doi":"10.2310/6620.2003.11721","title":"Contact Dermatitis Education in Dermatology Residency Programs: Can (Will) the American Contact Dermatitis Society Be a Force for Improvement?","year":2003,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Contact dermatitis; Patch testing; 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":[0.04916605,0.001043219,0.001407535,0.001803692,0.01007426,0.009664445,0.003797743,0.03771111,0.02991728],"category_scores_gemma":[0.1090638,0.0008425813,0.002228689,0.001958988,0.00469849,0.01056676,0.006007692,0.01842482,0.006778253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008161998,"about_ca_system_score_gemma":0.1058448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05127199,"about_ca_topic_score_gemma":0.09316961,"domain_scores_codex":[0.9803631,0.005930365,0.001295966,0.001138087,0.00559789,0.00567463],"domain_scores_gemma":[0.8301079,0.02455758,0.01148053,0.003287396,0.03339893,0.09716765],"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":[0.0003065208,0.003400412,0.05826562,0.001261455,0.0001080972,0.0004506627,0.001355473,0.0003213896,0.0004931727,0.00538944,0.7474564,0.1811914],"study_design_scores_gemma":[0.001677118,0.001935129,0.3012382,0.008213117,0.0003797022,0.001200312,0.01634589,0.001470719,0.000960222,0.008961229,0.65728,0.0003383182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002933836,0.001596909,0.0001857811,0.9874159,0.004140986,0.00004565744,0.00004197377,0.00007928464,0.003559729],"genre_scores_gemma":[0.110619,0.01547613,0.007065423,0.8233058,0.02494463,0.0007566654,0.0005530848,0.00009908353,0.01718006],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05127199,"threshold_uncertainty_score":0.2600181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203532170373153,"score_gpt":0.2763545171335823,"score_spread":0.2643191954298507,"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."}}