{"id":"W3011367153","doi":"10.1093/rheumatology/keaa091","title":"Joint trajectories of disease activity, and physical and mental health-related quality of life in an inception lupus cohort","year":2020,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Manitoba; Children's Hospital Research Institute of Manitoba; University of Toronto","funders":"","keywords":"Medicine; Fibromyalgia; Cohort; Quality of life (healthcare); Latent class model; Disease; Cohort study; Physical therapy; Gerontology; Internal medicine; Machine learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000849183,0.0002715823,0.000265862,0.0005569254,0.0005048191,0.0008541596,0.0003869678,0.0003187566,0.0009979232],"category_scores_gemma":[0.002439336,0.0002787019,0.0002960601,0.0006252829,0.0002024768,0.0005201991,0.0005413167,0.0007053356,0.0001977747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003818179,"about_ca_system_score_gemma":0.0004626616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331226,"about_ca_topic_score_gemma":0.01197765,"domain_scores_codex":[0.9996773,0.00006177279,0.0000258899,0.0001129813,0.00005887676,0.00006322224],"domain_scores_gemma":[0.9987231,0.0001387138,0.0004799615,0.0001844196,0.0001673464,0.000306433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008090842,0.000025046,0.998983,0.00000153751,0.00001774242,0.00003179892,0.00008319849,0.00003550479,0.0001641269,0.00001110138,0.00004812473,0.0005178027],"study_design_scores_gemma":[0.000007146824,0.00008155064,0.9991556,0.000002696984,0.00001479769,0.000151845,0.0001287266,0.000316724,0.0000438348,0.00001678067,0.00007711617,0.000003230186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994996,0.00003029758,0.00006444901,0.00001684725,8.991038e-7,0.000003470136,0.0003195468,0.000002084397,0.00006278206],"genre_scores_gemma":[0.9989527,0.00003755838,0.0001119429,0.00001014331,0.000002972976,0.000008075192,0.0007000006,0.00000228654,0.000174247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01331226,"threshold_uncertainty_score":0.02646953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0518744755081252,"score_gpt":0.3442850057537745,"score_spread":0.2924105302456493,"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."}}