{"id":"W2395559579","doi":"10.1097/der.0000000000000111","title":"Polysensitization and Individual Susceptibility to Allergic Contact Dermatitis","year":2015,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Medicine; Contact dermatitis; Dermatology; Allergic contact dermatitis; Sensitization; Allergy; Immunology; Skin reaction","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":[0.0005695552,0.000226372,0.0002826295,0.000846623,0.0003067983,0.0004703041,0.0002131315,0.0003158172,0.004950017],"category_scores_gemma":[0.003591525,0.0001728205,0.0004606997,0.0007004554,0.0003338334,0.0003659935,0.0004361469,0.0003907629,0.000318403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525308,"about_ca_system_score_gemma":0.00015163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006569723,"about_ca_topic_score_gemma":0.0005353599,"domain_scores_codex":[0.9994823,0.0001151077,0.00007689049,0.000146768,0.0001115624,0.00006742793],"domain_scores_gemma":[0.9960854,0.001166799,0.001820984,0.0002774164,0.0001853534,0.000464036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001833119,0.00002687541,0.9973655,0.000009162901,0.00008198323,0.0001492569,0.00005876027,0.00009494626,0.0004634932,0.00002551599,0.00002889361,0.001512278],"study_design_scores_gemma":[0.000004459301,0.000161756,0.9977006,0.000003891416,0.00003922189,0.00140079,0.00006336957,0.0002996904,0.0001407378,0.00008694864,0.00009506923,0.000003433914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994214,0.0001374865,0.00009709826,0.00001331587,0.000002169689,0.000003486842,0.00004596458,0.00000273992,0.0002764613],"genre_scores_gemma":[0.9998156,0.00003388814,0.00004389978,0.000003444756,0.00000346302,0.000001059555,0.00004818561,0.000001214019,0.00004926803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004950017,"threshold_uncertainty_score":0.01655948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162831360575283,"score_gpt":0.2694486226551803,"score_spread":0.2378203090494275,"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."}}