{"id":"W2000853585","doi":"10.3899/jrheum.110169","title":"Remission in Early Rheumatoid Arthritis: Predicting Treatment Response","year":2012,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Versus Arthritis; National Institute for Health and Care Research","keywords":"Medicine; Rheumatoid arthritis; Logistic regression; Internal medicine; Observational study; Randomized controlled trial; Cohort; Clinical trial; Multivariate analysis; Physical therapy","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":[0.004796282,0.0006778877,0.001207114,0.00108252,0.0002064451,0.0008112712,0.0005214253,0.0007888197,0.001833646],"category_scores_gemma":[0.01203321,0.0002246707,0.001188276,0.0008929457,0.0002895567,0.0004390746,0.0004466269,0.001213392,0.0003964236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004550107,"about_ca_system_score_gemma":0.0004686295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002559958,"about_ca_topic_score_gemma":0.002288167,"domain_scores_codex":[0.9971771,0.001742251,0.0002653909,0.0004084193,0.0002733551,0.0001333969],"domain_scores_gemma":[0.9874286,0.008390104,0.003281583,0.0002881914,0.0003308779,0.0002806389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003455377,0.0004436739,0.9173359,0.000517347,0.0009928776,0.0001032672,0.00007535786,0.02334232,0.0008024906,0.0001822071,0.002014349,0.05073485],"study_design_scores_gemma":[0.0009957041,0.002528066,0.7830215,0.0003784623,0.0009917673,0.0006660348,0.00009691012,0.2056006,0.0009626051,0.002184875,0.002518763,0.00005474216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776616,0.0062818,0.00917871,0.001153674,0.00005792634,0.0001498767,0.004430488,0.0001279181,0.0009580338],"genre_scores_gemma":[0.9942201,0.0004326754,0.002707175,0.00009820195,0.00006172951,0.0000632681,0.002239181,0.000005680136,0.0001719842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004796282,"threshold_uncertainty_score":0.02536547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831791964805012,"score_gpt":0.2883369147773988,"score_spread":0.2700189951293487,"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."}}