{"id":"W4254149733","doi":"10.1097/01206501-200312000-00004","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact dermatitis; Accreditation; Dermatology; Family medicine; Test (biology); Patch testing; Graduate medical education; Hand dermatitis; Medical education; Allergy","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":[0.0291236,0.0006704489,0.0009054901,0.001523014,0.002905809,0.004919809,0.002403689,0.01429549,0.01709159],"category_scores_gemma":[0.0963265,0.0003673025,0.001094308,0.002203985,0.003046404,0.007575463,0.00255045,0.006940669,0.003374195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005100213,"about_ca_system_score_gemma":0.04010712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03010281,"about_ca_topic_score_gemma":0.04361647,"domain_scores_codex":[0.9925368,0.002582408,0.0004272523,0.0005577588,0.001900545,0.001995097],"domain_scores_gemma":[0.8971922,0.02472044,0.01366071,0.001699314,0.0186577,0.0440695],"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":[0.0003142809,0.001613455,0.1511009,0.001914619,0.0001321581,0.0002492956,0.00188514,0.0002349351,0.000172517,0.004248197,0.5683692,0.2697654],"study_design_scores_gemma":[0.001111864,0.001797384,0.6479617,0.02018192,0.0005321319,0.0006245361,0.02578585,0.002098681,0.0003788063,0.005836918,0.2934231,0.0002672122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01306623,0.007705973,0.0001359978,0.9727961,0.003390375,0.00006345432,0.0001755469,0.00009515488,0.002571066],"genre_scores_gemma":[0.4547055,0.04335766,0.00463159,0.469983,0.01752058,0.001290921,0.001375411,0.00008865867,0.007046645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03010281,"threshold_uncertainty_score":0.1540221,"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."}}