{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006938712,0.0001152496,0.0001932439,0.0003386582,0.0003133893,0.0005013405,0.0001428737,0.0003575478,0.003652596],"category_scores_gemma":[0.004064054,0.00008974889,0.0003199439,0.0003560516,0.000177644,0.0003484755,0.0002377257,0.0004247522,0.0002373805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002358406,"about_ca_system_score_gemma":0.0002190639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656654,"about_ca_topic_score_gemma":0.002343921,"domain_scores_codex":[0.9994231,0.0002231653,0.00008363849,0.00005634824,0.0001145097,0.00009929304],"domain_scores_gemma":[0.9966007,0.0009313403,0.00189869,0.00006456308,0.0001516928,0.0003529931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001215213,0.00007802417,0.9957617,0.0000260448,0.00003353039,0.00005845189,0.0001086369,0.00004291311,0.0001318541,0.0000114294,0.0001151607,0.003510836],"study_design_scores_gemma":[0.000009092004,0.0001417552,0.9986125,0.00001532412,0.00001959443,0.0004695661,0.000326093,0.0001522502,0.00004416444,0.00001701506,0.0001888012,0.000003767929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989146,0.0002791039,0.00002561584,0.00008962669,0.000003078778,0.000004422734,0.00006846823,9.023397e-7,0.0006142681],"genre_scores_gemma":[0.9997503,0.00007603957,0.00003256888,0.00002118964,0.000004227884,0.000002079979,0.00004660168,3.195993e-7,0.00006677095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003652596,"threshold_uncertainty_score":0.01221919,"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."}}