{"id":"W2615277365","doi":"10.3899/jrheum.160915","title":"Measuring Disease Exacerbation and Flares in Rheumatoid Arthritis: Comparison of Commonly Used Disease Activity Indices and Individual Measures","year":2017,"lang":"en","type":"article","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; Exacerbation; Rheumatoid arthritis; Disease; Internal medicine; Physical therapy; Logistic regression; Severity of illness; Arthritis","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":[0.01039704,0.0006409972,0.001253136,0.001650523,0.0001765684,0.0006042551,0.0004492262,0.0005465356,0.0004125971],"category_scores_gemma":[0.02253774,0.0001293186,0.001014812,0.001321494,0.0003149366,0.0005985692,0.0006179123,0.0005036783,0.00008811081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003437244,"about_ca_system_score_gemma":0.0003498621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006472197,"about_ca_topic_score_gemma":0.001112803,"domain_scores_codex":[0.9908084,0.005005738,0.001073016,0.000554197,0.002347582,0.0002109348],"domain_scores_gemma":[0.9782413,0.01389785,0.005152895,0.0007817884,0.001444201,0.0004819551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006432869,0.0003205817,0.9380672,0.0004434512,0.002530421,0.00003325544,0.0001112689,0.0009747616,0.0006806615,0.00004579724,0.0001451259,0.05021464],"study_design_scores_gemma":[0.0003767207,0.004804973,0.9903073,0.00007828193,0.0005122738,0.0001797265,0.0001018913,0.002767402,0.0004870917,0.00009748265,0.0002648287,0.00002212689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936433,0.004491169,0.0008453343,0.0000572711,0.00002141618,0.00008826055,0.0003681206,0.00001081129,0.0004742992],"genre_scores_gemma":[0.9967778,0.0007669256,0.001765613,0.00003977443,0.00003947138,0.0001151851,0.000428581,0.000003208025,0.00006349084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01039704,"threshold_uncertainty_score":0.0549854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06976618321867235,"score_gpt":0.3155449657686179,"score_spread":0.2457787825499456,"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."}}