{"id":"W2203272329","doi":"10.3899/jrheum.150826","title":"Defining Low Disease Activity States in Psoriatic Arthritis using Novel Composite Disease Instruments","year":2015,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Psoriatic arthritis; Medicine; Disease; Psoriasis; Arthritis; Internal medicine; Physical therapy; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"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":[0.01235421,0.0008627105,0.0008610266,0.00308993,0.0003205005,0.001675883,0.0005598288,0.0007311048,0.001113248],"category_scores_gemma":[0.03468293,0.0002043321,0.0006534733,0.001557888,0.0007169142,0.001254634,0.001909056,0.001116261,0.0002532071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000486811,"about_ca_system_score_gemma":0.0004548699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000566187,"about_ca_topic_score_gemma":0.0009693626,"domain_scores_codex":[0.9936885,0.003366847,0.0008126022,0.000656652,0.001227721,0.0002477094],"domain_scores_gemma":[0.9729744,0.01632726,0.006994323,0.0009785339,0.002140308,0.0005851942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001357722,0.0002601906,0.9344887,0.0004505798,0.000408257,0.00006310493,0.0005265502,0.001608692,0.001777131,0.0006617996,0.0004057848,0.05799138],"study_design_scores_gemma":[0.000190955,0.002011466,0.9648187,0.0002945555,0.0003772819,0.0009961184,0.000666243,0.02314017,0.002407697,0.002886409,0.002099221,0.0001111745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660571,0.003044793,0.02594004,0.0002706631,0.00006302994,0.0001823208,0.0007074378,0.00009117894,0.003643496],"genre_scores_gemma":[0.9869736,0.0001845334,0.01222396,0.00006356672,0.00003666147,0.0001017168,0.0003095798,0.000008316061,0.00009786626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01235421,"threshold_uncertainty_score":0.06533611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288316114047113,"score_gpt":0.2828426118469042,"score_spread":0.2599594507064331,"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."}}