{"id":"W4323653758","doi":"10.2340/actadv.v103.5383","title":"Self-reported Versus Physician-reported Severity of Chronic Hand Eczema: Concordance Analysis Based on Data from the German Chronic Hand Eczema Patient Long-Term Management Registry","year":2023,"lang":"en","type":"article","venue":"Acta Dermato Venereologica","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Basilea Pharmaceutica","keywords":"Medicine; Concordance; Hand eczema; German; Chronic disease; Family medicine; Allergy; Internal medicine; Immunology","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":[0.01026056,0.0002166221,0.0006233628,0.002535812,0.0004522169,0.0009873275,0.0007071058,0.0003983522,0.0007973699],"category_scores_gemma":[0.02315293,0.0002907318,0.0005879365,0.001734729,0.0004589413,0.0006654806,0.001229131,0.0004537706,0.0002714536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005652223,"about_ca_system_score_gemma":0.0003616947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005784619,"about_ca_topic_score_gemma":0.004799251,"domain_scores_codex":[0.9891367,0.005369394,0.001451583,0.001293865,0.002292915,0.0004555963],"domain_scores_gemma":[0.9649945,0.01629411,0.01038631,0.003484249,0.003999479,0.0008413749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001884355,0.00002020967,0.9974732,0.00002549762,0.0001003118,0.000046277,0.0003808792,0.00007990086,0.0001121344,0.00001503528,0.00006319245,0.001494982],"study_design_scores_gemma":[0.000007914175,0.00007920543,0.9984655,0.000009700905,0.00004536836,0.0001924423,0.000260841,0.0005880587,0.0001855588,0.00001329302,0.0001454562,0.000006720646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982589,0.0002425601,0.0003119489,0.00001758805,0.000007594521,0.00002469059,0.0005554417,0.000006794674,0.0005743985],"genre_scores_gemma":[0.9988016,0.00004216755,0.000154876,0.000006179297,0.000005244782,0.0000154313,0.0008910263,0.000003254789,0.00008022167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01026056,"threshold_uncertainty_score":0.05426371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03883245271256134,"score_gpt":0.301874120723061,"score_spread":0.2630416680104996,"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."}}