{"id":"W2053423099","doi":"10.2310/7750.2009.08068","title":"Work-Related Lost Productivity and Its Economic Impact on Canadian Patients with Moderate to Severe Psoriasis","year":2009,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Recherche Dermatologique du Québec Métropolitain; Lynde Centre for Dermatology; University of Toronto; Health Sciences Centre; University of British Columbia; Sunnybrook Health Science Centre","funders":"Amgen Canada","keywords":"Psoriasis; Medicine; Productivity; Work productivity; Population; Demography; Dermatology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002551182,0.000204185,0.0005580841,0.0003729215,0.0001145171,0.00001120924,0.00004841958,0.0001225993,0.0001708669],"category_scores_gemma":[0.00009001939,0.0001223365,0.00006169928,0.0001083065,0.00004079664,0.00008872258,0.000005017223,0.0001730026,0.00002710396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370674,"about_ca_system_score_gemma":0.0002423763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005190969,"about_ca_topic_score_gemma":0.0005852304,"domain_scores_codex":[0.9990579,0.0001024883,0.0003257234,0.0001828267,0.00004912074,0.0002818671],"domain_scores_gemma":[0.99916,0.0002563705,0.0001953397,0.0001017955,0.00009694898,0.0001895644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0249457,0.0004903582,0.4669492,0.00003486615,0.003004425,0.002024669,0.003404582,0.0009670886,0.001524701,0.00005680423,0.05747741,0.4391202],"study_design_scores_gemma":[0.007817584,0.01038967,0.9569702,0.001267526,0.001078694,0.01118732,0.0002107932,0.00001089143,0.001963756,0.000270198,0.007848144,0.000985259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949276,0.001789265,4.409853e-7,0.002285182,0.0004958602,0.0001426928,0.00002322834,0.00000577528,0.0003299787],"genre_scores_gemma":[0.9988753,0.0002919962,0.000004286248,0.0003301373,0.0001059389,6.301505e-7,0.00001634169,0.00001037285,0.0003650371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.490021,"threshold_uncertainty_score":0.4988737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141311475285876,"score_gpt":0.2195078351678279,"score_spread":0.2080947204149692,"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."}}