{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001996552,0.0002220082,0.0004098565,0.0001826424,0.0001010145,0.000135839,0.00008359316,0.0001033953,0.0001855478],"category_scores_gemma":[0.0002300047,0.0002131789,0.0000664142,0.0002255137,0.00004915137,0.0003164824,0.0001135193,0.0001438338,0.0001915587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008800349,"about_ca_system_score_gemma":0.0001292328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003736639,"about_ca_topic_score_gemma":0.0006802731,"domain_scores_codex":[0.9984308,0.00008371403,0.000416998,0.0002923768,0.0004588804,0.0003171694],"domain_scores_gemma":[0.9987119,0.000064995,0.00008516696,0.0003260706,0.0002352911,0.0005765039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004361384,0.0003176862,0.3320901,0.000443719,0.0004257383,0.001011926,0.01981985,0.00003766519,0.001990519,0.003693596,0.5817164,0.05840923],"study_design_scores_gemma":[0.001969176,0.0002523193,0.9172736,0.0001533992,0.00006976126,0.0009802049,0.001050178,0.0003759497,0.001628175,0.0002720065,0.07568891,0.0002863428],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714803,0.0004973933,0.0009229938,0.0189379,0.0002417999,0.0006008249,0.00007370084,0.0001804936,0.007064633],"genre_scores_gemma":[0.979196,0.0001047673,0.001644062,0.0184458,0.0001403481,0.00002561742,0.0001704816,0.0000272561,0.0002456594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5851834,"threshold_uncertainty_score":0.8693182,"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."}}