{"id":"W4403052679","doi":"10.58931/cait.2024.4269","title":"Allergen Immunotherapy and Atopic Dermatitis: Updated Guidance","year":2024,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Atopic dermatitis; Medicine; Allergen; Immunotherapy; Dermatology; Allergen immunotherapy; Immunology; Allergy; Immune system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007552619,0.0002349983,0.0003435221,0.0003381729,0.0001816848,0.00004411127,0.0001676875,0.0003185778,0.002934021],"category_scores_gemma":[0.00003547917,0.0002293326,0.00009808734,0.0002147343,0.0003530556,0.0001262712,0.00003258287,0.0003129187,0.0004866376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348712,"about_ca_system_score_gemma":0.0007890731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006781151,"about_ca_topic_score_gemma":0.02010291,"domain_scores_codex":[0.9986104,0.00008284116,0.0002998041,0.0003815551,0.00007976242,0.0005456698],"domain_scores_gemma":[0.9991191,0.0000479368,0.00003058726,0.0004172843,0.00005908758,0.0003259974],"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":[0.0001274015,0.0001051782,0.02194691,0.0001827646,0.005794106,0.009036064,0.001479825,0.000003895729,0.002846772,0.02576842,0.880885,0.05182366],"study_design_scores_gemma":[0.0006520801,0.00004582409,0.221877,0.0001134973,0.00003355654,0.00145987,0.00008401178,0.00008851386,0.0002378633,0.0007588217,0.7744526,0.000196319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5868455,0.3378093,0.00005824609,0.03449975,0.001680294,0.0004409113,0.00006962616,0.0004409571,0.03815543],"genre_scores_gemma":[0.9794967,0.004859976,0.0001554207,0.007790343,0.00008344673,0.00005381531,0.0001735326,0.00004699638,0.007339798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3926512,"threshold_uncertainty_score":0.9998328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006968735939644846,"score_gpt":0.2333648726693602,"score_spread":0.2263961367297154,"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."}}