{"id":"W2313814525","doi":"10.1097/01206501-200506000-00020","title":"MODERN ELECTRONIC METHODS TO FACILITATE THE MANAGEMENT OF ALLERGIC CONTACT DERMATITIS","year":2005,"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; Allergic contact dermatitis; Dermatology; Contact dermatitis; 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":[0.002296438,0.0005931841,0.0004631834,0.00130504,0.0005170435,0.001268708,0.001079512,0.0009452835,0.05358412],"category_scores_gemma":[0.00633911,0.000214342,0.0006209772,0.000853867,0.0004143983,0.001929181,0.001274851,0.001056742,0.008147747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938738,"about_ca_system_score_gemma":0.0004308453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003700938,"about_ca_topic_score_gemma":0.0008246103,"domain_scores_codex":[0.9983241,0.0007219521,0.0001632775,0.0001225374,0.0005957871,0.0000723192],"domain_scores_gemma":[0.9967319,0.001713303,0.0003155763,0.000577796,0.000516177,0.0001453562],"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":[0.0002866033,0.0008747044,0.002327624,0.000757631,0.00003576009,0.0003814103,0.0002330666,0.0001662562,0.002971387,0.0014168,0.02778258,0.9627662],"study_design_scores_gemma":[0.001482737,0.005117564,0.05863538,0.005444689,0.0004916507,0.02413686,0.001241606,0.003625543,0.01790679,0.01346103,0.8682069,0.0002491881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1461911,0.1812142,0.2978469,0.0284482,0.01655565,0.004978108,0.001830893,0.007466144,0.3154688],"genre_scores_gemma":[0.3400182,0.1046661,0.3870726,0.01438116,0.0112267,0.003354629,0.001310341,0.000721876,0.1372484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05358412,"threshold_uncertainty_score":0.1792567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262386109582838,"score_gpt":0.2976135366440217,"score_spread":0.271374925685738,"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."}}