{"id":"W4379510809","doi":"10.1136/annrheumdis-2023-eular.5073","title":"POS0807 A TRANSCRIPTIONAL PROFILE OF FATIGUE IN PRECLINICAL AUTOIMMUNITY WHICH IS PRESERVED IN SLE AND SJOGREN'S SYNDROME","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Aurinia (Canada)","funders":"","keywords":"Medicine; Autoimmunity; Immunology; Rheumatology; Antibody; Internal medicine","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":[0.0001156587,0.0002094545,0.000249496,0.0003992649,0.0002032221,0.0003102923,0.0001133582,0.0003229844,0.003815474],"category_scores_gemma":[0.0002180892,0.000125257,0.0002864638,0.0002851447,0.0002400436,0.000110981,0.0001941726,0.0003370775,0.001066964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001255501,"about_ca_system_score_gemma":0.0001371642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004398815,"about_ca_topic_score_gemma":0.0008647463,"domain_scores_codex":[0.9998479,0.00002239809,0.00001323597,0.00003843003,0.00003620387,0.00004181554],"domain_scores_gemma":[0.9997948,0.00003715819,0.00005450692,0.00001810549,0.00003580721,0.0000597943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002521336,0.00008842887,0.03877941,0.00008231598,0.00005987153,0.0004780101,0.00008159154,0.0001746159,0.9507369,0.0001448993,0.0008672277,0.005985546],"study_design_scores_gemma":[0.0001424835,0.001716374,0.9080157,0.00005176387,0.000116041,0.002832464,0.0005013495,0.001064412,0.08091714,0.0004705976,0.004140588,0.00003106529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947924,0.0006356498,0.0005470728,0.0001114799,0.00004332765,0.00000914335,0.002504116,0.0000380465,0.001318869],"genre_scores_gemma":[0.9945421,0.0001777459,0.0003550437,0.0002023621,0.00002601834,0.00002765528,0.003176963,0.00002228981,0.00147005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003815474,"threshold_uncertainty_score":0.01276404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1410486376941043,"score_gpt":0.3735603794650262,"score_spread":0.232511741770922,"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."}}