{"id":"W4399482463","doi":"10.1136/annrheumdis-2024-eular.2451","title":"POS0507 FACTORS ASSOCIATED WITH POOR MENTAL HEALTH IN PATIENTS WITH AXIAL SPONDYLOARTHRITIS. RESULTS FROM THE INTERNATIONAL MAP OF AXIAL SPONDYLOARTHRITIS (IMAS)","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Axial spondyloarthritis; Mental health; Medicine; Psychology; Computer science; Physical therapy; Psychiatry; Ankylosing spondylitis; Surgery","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":[0.0004328538,0.0002771285,0.0002875186,0.0006151652,0.0004646744,0.000867244,0.000270441,0.0004468539,0.002410618],"category_scores_gemma":[0.001558557,0.0001550304,0.0007375287,0.001143243,0.0001884464,0.000335606,0.0005678842,0.0007256945,0.0003216011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352406,"about_ca_system_score_gemma":0.000420263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005258671,"about_ca_topic_score_gemma":0.008084177,"domain_scores_codex":[0.9996156,0.0001194926,0.00006241917,0.00004689859,0.0000760278,0.0000796071],"domain_scores_gemma":[0.9988862,0.0002191744,0.0004488919,0.00003817062,0.0001143031,0.000293323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002817046,0.00004755167,0.9977555,0.00001702287,0.00009465892,0.00004671508,0.00003058387,0.00003451831,0.00009953214,0.00001664122,0.0004554606,0.001120211],"study_design_scores_gemma":[0.0000120878,0.00008321783,0.9993477,0.00000715289,0.0000491329,0.00008353135,0.0001127502,0.00008658328,0.00001494746,0.00001435756,0.0001857169,0.000002846694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943243,0.0005868329,0.00005988595,0.0002674969,0.00006034442,0.00001204229,0.00286725,0.000006459373,0.00181531],"genre_scores_gemma":[0.9975877,0.0001376643,0.00006115672,0.0001330517,0.00004093778,0.00001174511,0.001657365,0.00000247044,0.0003679413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005258671,"threshold_uncertainty_score":0.01045614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02779320376656478,"score_gpt":0.2897955153472763,"score_spread":0.2620023115807115,"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."}}