{"id":"W4406653862","doi":"10.1016/b978-0-7020-7455-4.00167-9","title":"10.1016/b978-0-7020-7455-4.00167-9","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Urticaria pigmentosa; Medicine; Dermatology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005468842,0.0004064945,0.0005777494,0.000323394,0.0001018637,0.00002570513,0.0001675636,0.0006968132,0.9990762],"category_scores_gemma":[0.00001925068,0.0003654661,0.0002982972,0.00006573643,0.0001086941,0.00003913252,0.00005561876,0.000742773,0.9982118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033316,"about_ca_system_score_gemma":0.0001641917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007433086,"about_ca_topic_score_gemma":1.016058e-7,"domain_scores_codex":[0.9984239,0.0000111231,0.0003806359,0.0004563181,0.0003757779,0.0003522387],"domain_scores_gemma":[0.9986879,0.00005633566,0.00008048666,0.0006492913,0.0001079045,0.0004181232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002185037,0.00008487706,1.121186e-8,0.00002075767,0.001269931,0.0003744239,0.00002006494,0.000005517962,0.00005397337,0.0004778598,0.6816209,0.3158532],"study_design_scores_gemma":[0.0006369692,0.0004083868,0.000002509153,0.0003777181,0.002168478,0.0001815476,3.41596e-7,0.00001456022,0.00001572266,0.000471819,0.9953244,0.0003975315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001051313,0.0004502386,7.879514e-7,0.00100027,0.000007777063,0.0005550522,0.0001269712,0.0002838914,0.997574],"genre_scores_gemma":[0.000001990893,0.000004049916,0.00006155724,0.0001699955,0.0005793717,0.00002163738,0.0005072828,0.0001398908,0.9985142],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3154556,"threshold_uncertainty_score":0.9998797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00847359320912447,"score_gpt":0.1885850898066806,"score_spread":0.1801114965975561,"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."}}