{"id":"W7036655898","doi":"","title":"The Burden of Joint Damage in Rhupus and Other Lupus Patients","year":2023,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Systemic lupus erythematosus; Joint (building); Lupus nephritis; Rheumatoid arthritis; Lupus erythematosus; Connective tissue disease","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":[0.0003755755,0.0002342066,0.0003853202,0.00143305,0.0005412955,0.0008618335,0.0003428496,0.0005600349,0.003983891],"category_scores_gemma":[0.003810022,0.0002741484,0.0002937218,0.001504684,0.0002824533,0.0007091127,0.0006491708,0.0006381685,0.0006748179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297752,"about_ca_system_score_gemma":0.000319276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006345731,"about_ca_topic_score_gemma":0.006274361,"domain_scores_codex":[0.9995085,0.0001449744,0.00007363476,0.0000753906,0.00009917962,0.00009838266],"domain_scores_gemma":[0.9974806,0.0003895165,0.001393122,0.00008423195,0.0001847422,0.0004678189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000259667,0.00003927634,0.9955882,0.00002405918,0.00005062403,0.0004935416,0.0001472682,0.00004655727,0.0002990017,0.00004583075,0.0001992453,0.002806717],"study_design_scores_gemma":[0.000002950438,0.00005571577,0.9988884,0.000006869741,0.00001153425,0.000676066,0.0001855728,0.00003832818,0.00001276923,0.00003023141,0.00008834126,0.000003230277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963151,0.000735389,0.0000310024,0.0001629841,0.00000837046,0.000005202618,0.0006850815,0.000003758415,0.002053348],"genre_scores_gemma":[0.9989347,0.0003004013,0.00003717402,0.00003308556,0.00002612341,0.000003448091,0.0003536303,0.000001646963,0.0003098235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006345731,"threshold_uncertainty_score":0.01332742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106366283138803,"score_gpt":0.323557734746585,"score_spread":0.217191451607782,"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."}}