{"id":"W2972467570","doi":"10.1097/der.0000000000000515","title":"Validating a Quality-of-Life Instrument for Allergic Contact Dermatitis","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergic contact dermatitis; Quality of life (healthcare); Reliability (semiconductor); Population; Contact dermatitis; Disease; Allergy; Pathology; Nursing; Environmental health; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01531979,0.0003130963,0.0004159394,0.001289191,0.0004018967,0.0007250538,0.0005857478,0.0004955423,0.001594672],"category_scores_gemma":[0.0243894,0.0001671574,0.0009481402,0.0007916741,0.0005358237,0.0007458705,0.001211239,0.0008752634,0.0003117643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000871494,"about_ca_system_score_gemma":0.00145897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005735242,"about_ca_topic_score_gemma":0.0008640153,"domain_scores_codex":[0.9912971,0.004551205,0.001499837,0.0003616792,0.001944431,0.0003457294],"domain_scores_gemma":[0.9818659,0.007888295,0.004168503,0.001077833,0.004290773,0.0007086457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002642011,0.001061159,0.9008171,0.0003718282,0.0001525546,0.0001014998,0.002589755,0.0007776688,0.00204357,0.0005254842,0.001832796,0.08946241],"study_design_scores_gemma":[0.0001537742,0.002671381,0.9790198,0.0003383601,0.0001164474,0.00069317,0.002666869,0.003253632,0.002424476,0.0005296246,0.008087342,0.00004515887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809549,0.0004895269,0.008671592,0.0004302261,0.0000682747,0.002623494,0.001318648,0.0000470376,0.005396301],"genre_scores_gemma":[0.9754734,0.0002793588,0.02036069,0.0001774549,0.00002161815,0.002086658,0.001287531,0.00001212059,0.0003011482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531979,"threshold_uncertainty_score":0.08101976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0394780213615538,"score_gpt":0.3016651510513532,"score_spread":0.2621871296897993,"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."}}