{"id":"W2465724744","doi":"10.1097/der.0000000000000208","title":"A Pragmatic Approach to Patch Testing Atopic Dermatitis Patients: Clinical Recommendations Based on Expert Consensus Opinion","year":2016,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lundbeckfonden","keywords":"Medicine; Atopic dermatitis; Dermatology; Patch testing; Expert opinion; Comorbidity; Patch test; Population; Test (biology); Hand dermatitis; Allergic contact dermatitis; Contact dermatitis; Intensive care medicine; Allergy; Immunology; Psychiatry","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":[0.01712969,0.001483222,0.003026911,0.004983504,0.0009599975,0.003633614,0.003610292,0.005388681,0.007827227],"category_scores_gemma":[0.05365445,0.000684716,0.003684359,0.003097847,0.001023894,0.004214779,0.002322746,0.004856039,0.003616558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002429942,"about_ca_system_score_gemma":0.00953537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003889203,"about_ca_topic_score_gemma":0.00729661,"domain_scores_codex":[0.9866388,0.006395495,0.003495105,0.0007144157,0.002423469,0.0003326969],"domain_scores_gemma":[0.9750521,0.01270391,0.002408119,0.0004694122,0.008548741,0.0008176842],"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":[0.0001217336,0.0001128139,0.0009295446,0.0963731,0.0006400778,0.0006802154,0.0006448578,0.0005566773,0.0003702554,0.004931622,0.175833,0.718806],"study_design_scores_gemma":[0.0003684374,0.0001088187,0.001786296,0.328054,0.001847643,0.00196204,0.0009547378,0.0005735612,0.000282822,0.01440632,0.6495231,0.0001324035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007383157,0.8948011,0.007311993,0.07941686,0.005533995,0.001345789,0.0006358,0.0001511985,0.01006495],"genre_scores_gemma":[0.01206465,0.9021407,0.04195723,0.03478714,0.002939267,0.001906784,0.001229621,0.00007051385,0.002904071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01712969,"threshold_uncertainty_score":0.09059155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09919488307094142,"score_gpt":0.3792222419751072,"score_spread":0.2800273589041658,"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."}}