{"id":"W2435747456","doi":"10.2310/6620.2009.09061","title":"Allergic Contact Dermatitis: The Future","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Allergic contact dermatitis; Contact dermatitis; Documentation; Patch testing; Identification (biology); Atopic dermatitis; Relevance (law); Patch test; Allergen; Allergy; Immunology; Computer science; Biology","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":[0.004186246,0.0007649463,0.001377618,0.001736604,0.001393642,0.003984892,0.001081816,0.008489798,0.02247095],"category_scores_gemma":[0.003911861,0.0003281229,0.001002528,0.0009718256,0.00362441,0.00897969,0.002051566,0.007476903,0.004860203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00277296,"about_ca_system_score_gemma":0.004154203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839721,"about_ca_topic_score_gemma":0.004034368,"domain_scores_codex":[0.9986857,0.0004450281,0.0001181408,0.0001870804,0.0003856613,0.0001785345],"domain_scores_gemma":[0.9946812,0.002280265,0.0003400075,0.0002383064,0.001193052,0.001267148],"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":[0.0001667181,0.0002608966,0.001870828,0.002370298,0.00005425055,0.0007660392,0.0003248798,0.0002969564,0.0004550937,0.04466472,0.2039223,0.744847],"study_design_scores_gemma":[0.00003754127,0.0001690783,0.001881904,0.004722145,0.00005790734,0.003806438,0.001346098,0.000268985,0.00008052421,0.03942833,0.948156,0.00004512684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006198648,0.8456308,0.0005056507,0.1360701,0.004427335,0.000007202386,0.00003715652,0.00005874535,0.01264317],"genre_scores_gemma":[0.01591202,0.9091926,0.001542165,0.04499696,0.01889845,0.00003951987,0.00008387704,0.00001955562,0.009314788],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02247095,"threshold_uncertainty_score":0.07517284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008526212422391297,"score_gpt":0.2383982364985684,"score_spread":0.2298720240761771,"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."}}