{"id":"W2042711986","doi":"10.1177/1203475415582317","title":"Loss of Work Productivity and Quality of Life in Patients With Autoimmune Bullous Dermatoses","year":2015,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Quality of life (healthcare); Dermatology Life Quality Index; Work productivity; Observational study; Cross-sectional study; Functional impairment; Physical therapy; Internal medicine; Gerontology; Productivity; Disease; Pathology","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":[0.001180243,0.0001774742,0.001551025,0.0003475125,0.00002012614,0.000003600407,0.0000607379,0.00007180897,0.00001734988],"category_scores_gemma":[0.004194973,0.0001142705,0.00007658792,0.0003158252,0.0005193693,0.00009337498,0.00003464894,0.000227808,2.184701e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003597491,"about_ca_system_score_gemma":0.0005510148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001544645,"about_ca_topic_score_gemma":0.00000671012,"domain_scores_codex":[0.9974225,0.0001733919,0.00130413,0.0001481569,0.0007587381,0.000193073],"domain_scores_gemma":[0.9968604,0.0007787034,0.001160574,0.0002387888,0.0006861999,0.0002753367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006266261,0.0006499043,0.9870569,0.0005314787,0.0001538949,0.0003670657,0.0009460643,0.00000993389,0.0001086013,0.000005317943,0.001353846,0.002550798],"study_design_scores_gemma":[0.003271599,0.0009869989,0.9913163,0.001977321,0.0001744796,0.00104645,0.0005614405,0.000002042366,0.0000965259,0.00005560604,0.0003939497,0.0001173154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872951,0.01086033,0.0000103026,0.00141947,0.0001362229,0.0001876576,0.000003054852,0.000007307398,0.00008058467],"genre_scores_gemma":[0.9992768,0.0003395219,0.0001034266,0.0001347941,0.00008364576,9.513351e-7,0.000003830824,0.00001816758,0.00003888762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01198171,"threshold_uncertainty_score":0.5022077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03335158867695654,"score_gpt":0.2682185976443327,"score_spread":0.2348670089673762,"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."}}