{"id":"W3164287095","doi":"10.1136/annrheumdis-2021-eular.578","title":"POS0906 PREVALENCE OF SLEEP DISTURBANCE IN PATIENTS WITH ANKYLOSING SPONDYLITIS WITHIN THE AUSTRALIAN CLINICAL SETTING (ASLEEP STUDY): A REAL-WORLD OBSERVATIONAL STUDY USING THE OPAL DATASET","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Medicine; BASDAI; Ankylosing spondylitis; Sleep disorder; Population; Physical therapy; Cohort; Quality of life (healthcare); Insomnia; Pediatrics; Internal medicine; Disease; Psychiatry; Psoriatic arthritis","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":[0.001096354,0.0005219648,0.0009408174,0.001109281,0.0006999936,0.001225308,0.001327139,0.0009701359,0.001878947],"category_scores_gemma":[0.004294789,0.0006884207,0.001387144,0.003000688,0.0004132468,0.000856768,0.002108668,0.001265635,0.0006688161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007394218,"about_ca_system_score_gemma":0.0009683357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08132833,"about_ca_topic_score_gemma":0.08825909,"domain_scores_codex":[0.9985402,0.0003884677,0.0002280821,0.0004415303,0.00018419,0.0002176009],"domain_scores_gemma":[0.9974073,0.0002617678,0.001116579,0.0003702252,0.0004355473,0.0004086597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008403427,0.00007829281,0.9891875,0.0001987282,0.0007393754,0.0001484535,0.0003248088,0.000169264,0.0002411131,0.00009373434,0.00630924,0.001669235],"study_design_scores_gemma":[0.00003779428,0.00004162557,0.9984333,0.00003072774,0.00008707085,0.000124666,0.0001948828,0.0001939835,0.00002261749,0.00002298431,0.0007995814,0.00001085164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273176,0.0004482019,0.0001811157,0.0001998863,0.00003770459,0.00007591568,0.07072864,0.00002269444,0.0009881636],"genre_scores_gemma":[0.9274809,0.0003242497,0.0003886553,0.000274793,0.00004184851,0.000235275,0.07043363,0.00002488508,0.0007957892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08132833,"threshold_uncertainty_score":0.1617099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320833443328442,"score_gpt":0.3995152868979415,"score_spread":0.2674319425650973,"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."}}