{"id":"W4224293302","doi":"10.1002/jvc2.20","title":"The impact of eczema involving visible areas of the skin on patients' quality of life","year":2022,"lang":"en","type":"article","venue":"JEADV Clinical Practice","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Les Laboratories Pierre Fabre","keywords":"Medicine; Quality of life (healthcare); Atopic dermatitis; Dermatology Life Quality Index; Population; Disease; Demography; Dermatology; Gerontology; Pediatrics; Internal medicine; Environmental health","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":[0.001025673,0.00013793,0.0003098944,0.0004259847,0.0002495167,0.0006828347,0.0001426802,0.0001934449,0.003242651],"category_scores_gemma":[0.003457333,0.00006921642,0.000526454,0.0004183889,0.0002560133,0.000304912,0.0005679655,0.0004641314,0.0001992509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003846786,"about_ca_system_score_gemma":0.0003151603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00195432,"about_ca_topic_score_gemma":0.0031665,"domain_scores_codex":[0.9988971,0.0005341366,0.000083798,0.00007358508,0.0002388779,0.0001725287],"domain_scores_gemma":[0.9976256,0.000639077,0.000878152,0.00006143496,0.0002426183,0.0005530338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001746799,0.0001400584,0.9853699,0.00006100197,0.0001823525,0.00008770748,0.0002887002,0.00008956983,0.0002444386,0.00003225827,0.0003198571,0.01300944],"study_design_scores_gemma":[0.000009516579,0.0002688989,0.9984974,0.00002250211,0.00004099915,0.000152493,0.0004786359,0.0001245625,0.00005518638,0.00002404009,0.0003213437,0.000004429822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973652,0.0006347242,0.00004512176,0.0001762124,0.00001113538,0.000008357917,0.0001757186,0.00000183121,0.00158182],"genre_scores_gemma":[0.9996819,0.0001157697,0.00003054142,0.00002810526,0.000005106929,0.000003223816,0.00005096991,3.274064e-7,0.00008397189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003242651,"threshold_uncertainty_score":0.01084769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07323482739753982,"score_gpt":0.463283583231167,"score_spread":0.3900487558336271,"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."}}