{"id":"W3096555872","doi":"10.1136/annrheumdis-2019-eular.3711","title":"SAT0568 THE IMPACT OF ARTHRITIS ON UTILIZATION OF MENTAL HEALTH TREATMENT FOR COMORBID MENTAL DISORDERS: FINDINGS FROM A NATIONALLY REPRESENTATIVE MENTAL HEALTH SURVEY","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Canada; University of British Columbia","funders":"","keywords":"Medicine; Mental health; Anxiety; Psychiatry; Depression (economics); Bipolar disorder; Prevalence of mental disorders; Comorbidity; Mood disorders; Population; Mood; Clinical psychology; Environmental health","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":[0.001243269,0.0003527647,0.0003725558,0.001216074,0.000682259,0.0009970024,0.0006755383,0.0008999402,0.002751778],"category_scores_gemma":[0.004151602,0.0006041806,0.001253918,0.002797227,0.0002595947,0.0006491606,0.001030683,0.001123636,0.0007120503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006143109,"about_ca_system_score_gemma":0.0009198866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08602417,"about_ca_topic_score_gemma":0.1433661,"domain_scores_codex":[0.9980129,0.0007398018,0.0002951585,0.0002069005,0.000369833,0.0003753698],"domain_scores_gemma":[0.9964049,0.0005081065,0.001675764,0.0002249316,0.0005276108,0.00065868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000306185,0.00006306419,0.9986712,0.00001067875,0.00009403852,0.00001956068,0.00005412237,0.00001964991,0.0000337501,0.000009845367,0.0003944639,0.0005990629],"study_design_scores_gemma":[0.000002151367,0.00002468095,0.999633,0.000004219498,0.00001618708,0.00002141355,0.000150488,0.0000292126,0.000006652772,0.000003076502,0.0001075555,0.000001263706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990299,0.0001992093,0.00005844362,0.0002128425,0.00002659381,0.00001951599,0.007924763,0.000005936667,0.00125371],"genre_scores_gemma":[0.9937264,0.0001680157,0.0001015133,0.0002212876,0.00003191443,0.00003678313,0.004892902,0.000004332489,0.0008168873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08602417,"threshold_uncertainty_score":0.1710469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1818683848592087,"score_gpt":0.4989000077141784,"score_spread":0.3170316228549697,"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."}}