{"id":"W2770983814","doi":"10.1007/s00296-017-3895-y","title":"Addressing comorbidities in psoriatic disease","year":2017,"lang":"en","type":"article","venue":"Rheumatology International","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Krembil Foundation; Pfizer; AbbVie Canada; Amgen","keywords":"Medicine; Psoriatic arthritis; Psoriasis; Comorbidity; Internal medicine; Depression (economics); Diabetes mellitus; Cohort; Obesity; Blood pressure; Medical record; Metabolic syndrome; Disease; Physical therapy; Dermatology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001115298,0.0001233235,0.0002051975,0.0001257083,0.0002798217,0.00004532938,0.0004611288,0.0001196569,0.001097077],"category_scores_gemma":[0.0002627278,0.000115501,0.00006655242,0.00001367316,0.0002208522,0.0001742318,0.0001064376,0.0001135551,0.0006318853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004420783,"about_ca_system_score_gemma":0.00005473113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00021119,"about_ca_topic_score_gemma":0.0001310674,"domain_scores_codex":[0.9992399,0.0000815469,0.0002230983,0.0002110654,0.00003509071,0.0002092821],"domain_scores_gemma":[0.9993486,0.0001163906,0.0001719537,0.0003084435,0.00003359546,0.00002101671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003048687,0.0002050577,0.9525645,0.00001734212,0.0003258612,0.00009526769,0.0003119418,0.00000594366,0.0006328557,0.02094565,0.003509343,0.02108134],"study_design_scores_gemma":[0.003471216,0.00002167118,0.9798262,0.0001645962,0.00004240102,0.0001258981,0.0001038757,0.00007099904,0.001346611,0.003579957,0.01102594,0.0002206088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870288,0.001205248,0.00003374391,0.00173029,0.004695461,0.00008833224,0.00006975095,0.0000413241,0.005106993],"genre_scores_gemma":[0.9974724,0.0002182347,0.00004982806,0.0000500866,0.00002333379,0.00004166137,0.0001808961,0.000009124414,0.001954439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0272617,"threshold_uncertainty_score":0.9998161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05469305191702242,"score_gpt":0.3129172010587359,"score_spread":0.2582241491417135,"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."}}