{"id":"W1981685127","doi":"10.3899/jrheum.101075","title":"Clinical Composite Measures of Disease Activity for Diagnosis and Followup of Undifferentiated Peripheral Inflammatory Arthritis: A Systematic Review","year":2011,"lang":"en","type":"review","venue":"Journal of Rheumatology Supplement","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"Pfizer","keywords":"Medicine; Physical therapy; Rheumatology; Internal medicine; Construct validity; Cochrane Library; Cronbach's alpha; Disease; Psychometrics; Meta-analysis; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002432831,0.0004527031,0.008415622,0.0003804711,0.00006388252,0.00001397656,0.0003102499,0.0002275904,0.0001764413],"category_scores_gemma":[0.001250255,0.0003118455,0.001956563,0.0001302219,0.0004082032,0.0001107987,0.0001134699,0.0005153893,0.000001467423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006957647,"about_ca_system_score_gemma":0.0008421411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001891404,"about_ca_topic_score_gemma":0.00002663437,"domain_scores_codex":[0.9930582,0.001412375,0.004307351,0.0002906022,0.0005575037,0.0003739733],"domain_scores_gemma":[0.9931325,0.001132822,0.004119459,0.0004671969,0.0006643119,0.0004836879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007116265,0.0007751974,0.02012319,0.8995881,0.005410432,0.00004700932,0.00008300151,1.617881e-8,7.736181e-7,0.0002133851,0.001595739,0.07145151],"study_design_scores_gemma":[0.003961701,0.002009887,0.0003180584,0.9339468,0.002991536,0.0009855771,0.00003345184,0.000002524629,0.000005988471,0.00009274115,0.05539585,0.0002558675],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007636706,0.9875612,0.0001336014,0.0001530943,0.0002490981,0.003988125,0.0002676315,0.000008029418,0.000002560635],"genre_scores_gemma":[0.008687931,0.9902748,0.0004375427,0.00002041167,0.00001617083,0.0004499971,0.00005505603,0.00004978457,0.000008295311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07119564,"threshold_uncertainty_score":0.9999334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0784366017141793,"score_gpt":0.3815841828473958,"score_spread":0.3031475811332165,"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."}}