{"id":"W4281718216","doi":"10.1097/der.0000000000000907","title":"Meeting the Needs of Patients With Atopic Dermatitis: A Multidisciplinary Approach","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Multidisciplinary approach; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001828871,0.0004879322,0.0008674672,0.0009622639,0.002893285,0.002349869,0.000791991,0.003369068,0.005684392],"category_scores_gemma":[0.005178116,0.0002601882,0.0006296659,0.0004666163,0.000481487,0.002005128,0.003232337,0.0032434,0.000825792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053266,"about_ca_system_score_gemma":0.004586304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558647,"about_ca_topic_score_gemma":0.005280099,"domain_scores_codex":[0.9983488,0.0006699142,0.0001745583,0.0001078264,0.0003039785,0.0003949468],"domain_scores_gemma":[0.99665,0.0006670227,0.000243751,0.00003888262,0.0004196819,0.001980655],"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":[0.0004170085,0.002162476,0.1193881,0.002331384,0.0001596941,0.02827619,0.01337626,0.001183829,0.003652328,0.004801279,0.3562652,0.4679863],"study_design_scores_gemma":[0.0005808393,0.001493127,0.2169538,0.01448536,0.0002868595,0.07432237,0.106056,0.003083206,0.0009456737,0.03865635,0.5427499,0.0003865057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1632497,0.08125056,0.005759844,0.6727564,0.007479184,0.001188069,0.000528022,0.0002350988,0.06755314],"genre_scores_gemma":[0.6338022,0.1328615,0.04646493,0.1417544,0.02048025,0.001918416,0.001070958,0.0001315781,0.02151577],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005684392,"threshold_uncertainty_score":0.01901621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009128164292758966,"score_gpt":0.2264963761645068,"score_spread":0.2173682118717478,"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."}}