{"id":"W4405191522","doi":"10.1186/s13223-024-00927-2","title":"Atopic dermatitis","year":2024,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; Western University; McMaster University","funders":"","keywords":"Medicine; Atopic dermatitis; Calcineurin; Disease; Quality of life (healthcare); Dermatology; Dupilumab; Immunology; Immune dysregulation; Concomitant; Systemic therapy; Immune system; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003018015,0.0005763675,0.0007393122,0.0006471798,0.0007322964,0.001577563,0.0005364285,0.001041925,0.08007073],"category_scores_gemma":[0.001090422,0.0001944704,0.0008479467,0.000707495,0.0002087595,0.0006085314,0.0006415182,0.001189958,0.03894935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005820012,"about_ca_system_score_gemma":0.0005026229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438891,"about_ca_topic_score_gemma":0.001520003,"domain_scores_codex":[0.999518,0.00007269088,0.00005469243,0.00009287965,0.0001695034,0.00009211679],"domain_scores_gemma":[0.9997545,0.00004218303,0.00003523358,0.00003518449,0.00009824052,0.00003467907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007344872,0.0004619867,0.01635182,0.002916341,0.0002284843,0.007560248,0.0003402923,0.000176463,0.01266166,0.005731638,0.2768182,0.6760184],"study_design_scores_gemma":[0.000105893,0.0001750643,0.01354428,0.0009214809,0.0001535599,0.02213133,0.0002753487,0.000130327,0.002539756,0.001986414,0.9580046,0.00003203586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.07410906,0.1616786,0.006931678,0.009082907,0.005655764,0.00112016,0.01348333,0.002316872,0.7256216],"genre_scores_gemma":[0.4573076,0.1098621,0.008661833,0.01606314,0.002376203,0.0008795298,0.01711454,0.0003986663,0.3873363],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08007073,"threshold_uncertainty_score":0.2678633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489686608200585,"score_gpt":0.390791418629614,"score_spread":0.3458945525476082,"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."}}