{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003579621,0.001123397,0.002763791,0.006017256,0.0004806137,0.001789605,0.002519117,0.003481182,0.01487199],"category_scores_gemma":[0.01412719,0.0007044056,0.004983894,0.005667742,0.0004210152,0.001879705,0.00132001,0.002830012,0.004207307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00318336,"about_ca_system_score_gemma":0.009151548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03728844,"about_ca_topic_score_gemma":0.09321862,"domain_scores_codex":[0.9964249,0.0009686088,0.001125655,0.0002071233,0.001096655,0.0001771148],"domain_scores_gemma":[0.9910867,0.003498548,0.00135263,0.0001576404,0.003587763,0.0003167898],"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":[0.0001310611,0.00005553463,0.0006072336,0.05962758,0.0007751381,0.0001556279,0.0001314806,0.0002406346,0.0002240884,0.00171027,0.590803,0.3455382],"study_design_scores_gemma":[0.0003270788,0.00009646381,0.002874757,0.1320937,0.002670144,0.000550921,0.00007201658,0.0001086109,0.00008910034,0.001788042,0.8592854,0.00004378265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002789024,0.9633108,0.00041969,0.01958095,0.003137032,0.0003326842,0.003780772,0.0001146322,0.00904451],"genre_scores_gemma":[0.002333871,0.9655534,0.00369524,0.01745998,0.001907603,0.0004981745,0.004445204,0.00002917235,0.004077318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03728844,"threshold_uncertainty_score":0.07414275,"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."}}