{"id":"W4399771867","doi":"10.36315/2024inpact073","title":"Psychological burden in atopic dermatitis patients","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Dermatology; Medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003289965,0.0001439515,0.0002997509,0.0006648552,0.000840903,0.0006761141,0.0001652335,0.0003227228,0.0031554],"category_scores_gemma":[0.001719491,0.0001586453,0.000480474,0.0008889646,0.0002076531,0.000335253,0.0005529691,0.0006382746,0.0001921923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005711698,"about_ca_system_score_gemma":0.0002921032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006314391,"about_ca_topic_score_gemma":0.008494077,"domain_scores_codex":[0.9996386,0.000101609,0.00003773054,0.00004133903,0.0001016237,0.00007908726],"domain_scores_gemma":[0.9994949,0.00007499917,0.0002313235,0.00001311847,0.00004479969,0.0001409405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001397682,0.0001384152,0.9891449,0.00006272617,0.00005885799,0.0007836645,0.0005932034,0.00002647552,0.0002044292,0.00004673101,0.0005525526,0.008248365],"study_design_scores_gemma":[0.000008939011,0.0001037846,0.9965035,0.00004037769,0.00002631411,0.001500892,0.001271267,0.00006257166,0.00002029112,0.00003299169,0.0004232971,0.000005710244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975095,0.0006993183,0.0000117256,0.0002403927,0.00001240085,0.00001400574,0.00009951224,0.000001724518,0.001411506],"genre_scores_gemma":[0.9990879,0.0003747408,0.00003263844,0.0001271065,0.00001217332,0.00001027404,0.00009791686,7.290337e-7,0.0002565222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006314391,"threshold_uncertainty_score":0.0125553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976071432181068,"score_gpt":0.2903358515243554,"score_spread":0.2705751372025447,"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."}}