{"id":"W4402109363","doi":"10.1016/j.jaad.2024.07.692","title":"50457 Defining Atopic Dermatitis Flare From The Patient Perspective: A Modified Delphi Study","year":2024,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"North York General Hospital; Public Health Ontario; University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Atopic dermatitis; Perspective (graphical); Flare; Dermatology; Delphi; Delphi method; Artificial intelligence","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":[0.005472478,0.0002220849,0.0002749484,0.0007615486,0.000658533,0.0007140103,0.0002664395,0.0004261741,0.003808027],"category_scores_gemma":[0.007788038,0.0001180803,0.0005038679,0.0004912995,0.0005122428,0.0006683647,0.001727652,0.000556808,0.0005622389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007214122,"about_ca_system_score_gemma":0.0006830244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000795,"about_ca_topic_score_gemma":0.001506516,"domain_scores_codex":[0.9952495,0.003402003,0.0003080181,0.000161346,0.0004185477,0.0004605635],"domain_scores_gemma":[0.9965322,0.002021382,0.0002389252,0.0001649475,0.0008000059,0.0002425501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004186789,0.002109267,0.6743098,0.001110932,0.0002901829,0.003600866,0.08589369,0.000871525,0.01088971,0.003506439,0.00608062,0.2071501],"study_design_scores_gemma":[0.0005477776,0.007253961,0.8346441,0.000806317,0.0003259291,0.008440066,0.110548,0.002248523,0.0040441,0.001533372,0.02946895,0.0001388982],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897518,0.0001667899,0.0005227893,0.0002056914,0.00001742489,0.0007411876,0.0001563504,0.00000284643,0.00843509],"genre_scores_gemma":[0.9972421,0.0001370239,0.0007896371,0.0002620266,0.00001315306,0.0008300706,0.0001141252,0.000003147154,0.0006087251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005472478,"threshold_uncertainty_score":0.02894157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798801614381024,"score_gpt":0.3225204671406739,"score_spread":0.3045324509968637,"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."}}