{"id":"W4404138058","doi":"10.1136/rmdopen-2024-004636","title":"Chronic kidney disease in patients with psoriatic arthritis: a cohort study","year":2024,"lang":"en","type":"article","venue":"RMD Open","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Psoriatic arthritis; Cohort; Kidney disease; Internal medicine; Psoriasis; Disease; Dermatology","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":[0.0001026297,0.0001596208,0.0003384927,0.00007716985,0.000065824,0.00009991613,0.0001058884,0.00002083624,0.0004117392],"category_scores_gemma":[0.00004408669,0.0001163578,0.00003576154,0.0002687625,0.00002760021,0.0001565025,0.0001503489,0.0001067345,0.0002057811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002388695,"about_ca_system_score_gemma":0.000292252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006046376,"about_ca_topic_score_gemma":0.0007278387,"domain_scores_codex":[0.9988389,0.00003126275,0.0001956499,0.000400329,0.0002880449,0.0002458255],"domain_scores_gemma":[0.9993759,0.00001699658,0.00002186573,0.0003071029,0.00003635254,0.000241832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004171646,0.001010166,0.9821233,0.00007310753,0.0003412375,0.001061923,0.0002209058,0.000001102779,1.38649e-7,0.00003570906,0.001240779,0.01347449],"study_design_scores_gemma":[0.015443,0.001766429,0.9758437,0.001269709,0.0002163677,0.000002185484,0.00007386822,0.00002347548,8.052332e-7,0.00003596679,0.00519591,0.000128544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878299,0.00471734,0.000001158096,0.0004191016,0.0002382995,0.004385062,0.00006328171,0.00004952608,0.00229629],"genre_scores_gemma":[0.9979795,0.0002068489,0.00003110305,0.0001455179,0.00009580406,0.0006526011,0.0001205136,0.0000319399,0.0007361231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01502584,"threshold_uncertainty_score":0.4744933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008162493397510195,"score_gpt":0.2721908359664917,"score_spread":0.2640283425689816,"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."}}