{"id":"W4413843693","doi":"10.1111/cod.70013","title":"Treatment Willingness and Importance of Skin Clearance for Patients With Chronic Hand Eczema","year":2025,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Interquartile range; Cohort; Demographics; Quality of life (healthcare); Hand eczema; Internal medicine; Dermatology; Allergy; Contact dermatitis; Immunology; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002362682,0.0001648546,0.0004336837,0.0000616373,0.00009439573,0.00003195963,0.00004577426,0.00005123859,0.00002850552],"category_scores_gemma":[0.00002319577,0.0001240094,0.00006769492,0.00009448137,0.00006493827,0.0001243793,0.00001452293,0.00004240243,0.000001227732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001065037,"about_ca_system_score_gemma":0.0001274295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007986693,"about_ca_topic_score_gemma":0.000409394,"domain_scores_codex":[0.9992095,0.00001165927,0.0002959546,0.0001908033,0.0001098702,0.0001822244],"domain_scores_gemma":[0.9993503,0.00009092349,0.0001268906,0.000221225,0.0001540739,0.0000565992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002844934,0.0002542864,0.9305406,0.001154166,0.0003337332,0.00002165134,0.0005203153,0.000002587562,0.0002799035,0.001284641,0.000895009,0.06442857],"study_design_scores_gemma":[0.008076283,0.001062393,0.9645268,0.0007451233,0.0001253775,0.00001157812,0.00004085323,0.0002889205,0.00412198,0.0000701074,0.02080318,0.0001274258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939578,0.002591372,0.0008057866,0.0006758806,0.00009016362,0.0009986907,0.00006924724,0.00002277223,0.0007882505],"genre_scores_gemma":[0.9981828,0.0005475525,0.0003344444,0.0003374166,0.00003103571,0.0001118,0.00005741443,0.00001486613,0.0003826446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06430114,"threshold_uncertainty_score":0.5056956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005887900639156448,"score_gpt":0.237451435921585,"score_spread":0.2315635352824286,"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."}}