{"id":"W7133210064","doi":"10.2310/derm.1.2005.2069","title":"MODERN ELECTRONIC METHODS TO FACILITATE THE MANAGEMENT OF ALLERGIC CONTACT DERMATITIS","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Allergic contact dermatitis; Contact dermatitis; Allergic dermatitis; MEDLINE; 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":[0.001315885,0.000461225,0.0004061094,0.00104693,0.0004227504,0.00113464,0.00077132,0.0007777276,0.03457063],"category_scores_gemma":[0.003548235,0.000175554,0.0005220601,0.0007520621,0.0003337083,0.001574687,0.0009112643,0.001021316,0.004968286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739132,"about_ca_system_score_gemma":0.0002871628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002977066,"about_ca_topic_score_gemma":0.0006803701,"domain_scores_codex":[0.9989088,0.0004663055,0.000112269,0.00009257152,0.0003690486,0.00005103931],"domain_scores_gemma":[0.9973786,0.001460292,0.0002829631,0.0004306549,0.00034006,0.0001074727],"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":[0.0002736286,0.0007601889,0.004012695,0.0005971488,0.00003582237,0.0005414389,0.000225201,0.0001715902,0.005224657,0.001702633,0.02057839,0.9658767],"study_design_scores_gemma":[0.0009394612,0.004761897,0.09151905,0.004177129,0.0005698153,0.03620937,0.001203711,0.004021219,0.02594559,0.01103961,0.8193975,0.0002157205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2330428,0.2116021,0.233084,0.02460597,0.01248644,0.001576548,0.001263367,0.004590905,0.2777478],"genre_scores_gemma":[0.5168107,0.1288958,0.2006162,0.01539068,0.01190292,0.0009713765,0.001018474,0.0004501346,0.1239437],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03457063,"threshold_uncertainty_score":0.1156503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796661526664272,"score_gpt":0.294754172760217,"score_spread":0.2667875574935743,"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."}}