{"id":"W2576606054","doi":"10.1016/b978-1-4831-6720-6.50108-x","title":"URTICARIA PIGMENTOSA","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Urticaria pigmentosa; Medicine; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005401864,0.0003849613,0.0005696904,0.0001755284,0.000101181,0.00003622329,0.0001197007,0.0006713335,0.009877574],"category_scores_gemma":[0.00001403306,0.000310621,0.000352933,0.00001085905,0.0001946168,0.0000253597,0.00007408072,0.0008448806,0.007596501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009863707,"about_ca_system_score_gemma":0.0001977909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.335708e-7,"about_ca_topic_score_gemma":0.000001220894,"domain_scores_codex":[0.9984623,0.00001104478,0.0004389728,0.0004114253,0.0003501713,0.0003261091],"domain_scores_gemma":[0.9986715,0.00003753082,0.0001284293,0.0006893775,0.0001394471,0.0003336797],"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":[0.00002093888,0.00003068009,0.00000616438,0.00004145023,0.003263906,0.0002247365,0.0001541463,8.197582e-8,0.0005363598,0.1046803,0.006132493,0.8849087],"study_design_scores_gemma":[0.0006775684,0.0001468966,0.00006109038,0.0005360409,0.005984549,0.0001561701,0.000005604901,0.000008178315,0.00007217826,0.02015824,0.9718604,0.0003330523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006108835,0.000970958,0.000004195206,0.0006699528,0.0004740329,0.0008869966,0.00002361058,0.0001574715,0.9967517],"genre_scores_gemma":[0.0007518987,0.0001748208,0.0003508394,0.0009055563,0.0005463445,0.00006701903,0.0001196305,0.0001147258,0.9969692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9657279,"threshold_uncertainty_score":0.9999346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419290267912576,"score_gpt":0.2391753747974457,"score_spread":0.22498247211832,"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."}}