{"id":"W4206530662","doi":"10.3899/jrheum.210871","title":"Evaluation of Disease Burden by (Separate) Patient-reported, Clinical, and Laboratory Factor Scores in Patients With Established Rheumatoid Arthritis: A Factor Analysis Replication","year":2022,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatoid arthritis; Replication (statistics); Rheumatoid factor; Internal medicine; Arthritis; Physical therapy; Disease; Virology","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":[0.004776662,0.000545016,0.0009302554,0.0004562757,0.0007064221,0.0007111697,0.0005163899,0.002082452,0.001418705],"category_scores_gemma":[0.02332228,0.0002553008,0.0006268426,0.0009178949,0.0004779185,0.0004341348,0.0002362234,0.001648968,0.0008568501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007923186,"about_ca_system_score_gemma":0.0009662612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009390945,"about_ca_topic_score_gemma":0.008989799,"domain_scores_codex":[0.9957833,0.002659844,0.0003596911,0.0002869624,0.0007067773,0.0002034711],"domain_scores_gemma":[0.9882405,0.006351121,0.0006307994,0.001056012,0.003023751,0.0006979331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005451886,0.0008520351,0.7096801,0.0002275663,0.0004523569,0.02495435,0.001086193,0.0005852903,0.004438574,0.0005256166,0.1559876,0.09575845],"study_design_scores_gemma":[0.002088132,0.002446339,0.8915479,0.0002546135,0.0003927699,0.04736241,0.00147845,0.007202846,0.001596125,0.002498049,0.04296857,0.0001637269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8286442,0.004945055,0.002795542,0.1335737,0.005488603,0.0004484767,0.002193897,0.0001527615,0.02175768],"genre_scores_gemma":[0.9524368,0.001724047,0.002610243,0.03095563,0.004390731,0.0003325526,0.0009231609,0.00004851292,0.006578344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009390945,"threshold_uncertainty_score":0.0252617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203170495312995,"score_gpt":0.3086295378288704,"score_spread":0.2865978328757405,"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."}}