{"id":"W4413027393","doi":"10.1002/clt2.70091","title":"Evidence of Eczematous Skin Characteristics in Mild Allergic Asthma","year":2025,"lang":"en","type":"article","venue":"Clinical and Translational Allergy","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Asthma; Allergic asthma; Allergy; Dermatology; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001871263,0.00008043475,0.0003570056,0.00007619529,0.00002246173,0.000003177169,0.00005226423,0.0001236151,0.0001311461],"category_scores_gemma":[0.0001910956,0.00006853275,0.0001046575,0.0001136046,0.0002363927,0.0000423903,0.00001391805,0.0001439373,0.000006427407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001654402,"about_ca_system_score_gemma":0.0001282941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005862506,"about_ca_topic_score_gemma":0.00002906132,"domain_scores_codex":[0.9989408,0.0000649645,0.0006066216,0.0001859555,0.0001043241,0.00009731503],"domain_scores_gemma":[0.998978,0.0007373525,0.00005425823,0.0001036275,0.00005745326,0.00006928066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00172276,0.000754703,0.9638221,0.000349261,0.0002022424,0.00008569613,0.00007351316,0.000007729468,0.00002250232,0.01077907,0.001218279,0.02096215],"study_design_scores_gemma":[0.001391394,0.00004980113,0.988229,0.0006204617,0.00002220213,0.00001413864,0.000007928944,0.0005386692,0.00002430873,0.00476357,0.004283335,0.00005521659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834394,0.006424782,0.0002320779,0.00685967,0.0001452252,0.0001425711,0.000009302052,0.00001403509,0.002732863],"genre_scores_gemma":[0.9966354,0.001804685,0.0003132281,0.0008719434,0.00003678535,0.000007051314,0.00001931866,0.000003633749,0.0003079137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02440688,"threshold_uncertainty_score":0.2794685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05237468731347307,"score_gpt":0.3658445897900567,"score_spread":0.3134699024765836,"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."}}