{"id":"W4389247416","doi":"10.3899/jrheum.2023-0909","title":"Psychosocial Factors Significantly Contribute to Joint Pain Persistence in Psoriatic Arthritis","year":2023,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; NYU Grossman School of Medicine; National Institutes of Health; York University; Rheumatology Research Foundation; Sanofi; Eli Lilly and Company; Pfizer; National Psoriasis Foundation; Amgen","keywords":"Medicine; Psoriatic arthritis; Persistence (discontinuity); Psychosocial; Arthritis; Joint (building); Physical therapy; Dermatology; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006919816,0.0003085951,0.0005932573,0.0004323124,0.001289021,0.0008573401,0.0003347726,0.003660732,0.003829659],"category_scores_gemma":[0.005314267,0.0001769043,0.0005980508,0.0008603549,0.0006252924,0.0005830634,0.0004260722,0.004004538,0.0009308552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009104256,"about_ca_system_score_gemma":0.0008492667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004011726,"about_ca_topic_score_gemma":0.009724678,"domain_scores_codex":[0.999195,0.0003377754,0.00008353268,0.00006541341,0.0002007839,0.0001174059],"domain_scores_gemma":[0.9977651,0.001266807,0.0003432407,0.00005960858,0.0002593398,0.000305945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007316708,0.0004580506,0.6048063,0.0006809529,0.0002877389,0.08603444,0.001253566,0.0001734048,0.001116882,0.003279843,0.1603128,0.1408643],"study_design_scores_gemma":[0.00028502,0.0005447242,0.7234537,0.001630507,0.0003464364,0.1549931,0.004292776,0.0009541809,0.0002978541,0.01045118,0.1026344,0.000116002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1959442,0.061567,0.0005330671,0.6855651,0.008366384,0.00008125966,0.0004863375,0.00007512231,0.04738154],"genre_scores_gemma":[0.7686213,0.0225621,0.0006674172,0.176964,0.0241344,0.00006982782,0.0001969741,0.00002693828,0.006756948],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.004011726,"threshold_uncertainty_score":0.01281148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03377414979552382,"score_gpt":0.268201269381433,"score_spread":0.2344271195859092,"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."}}