{"id":"W1558018690","doi":"10.1002/acr.20481","title":"RAPID3 (Routine Assessment of Patient Index Data 3) severity categories and response criteria: Similar results to DAS28 (Disease Activity Score) and CDAI (Clinical Disease Activity Index) in the RAPID 1 (Rheumatoid Arthritis Prevention of Structural Damage) clinical trial of certolizumab pegol","year":2011,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Rheumatoid arthritis; Erythrocyte sedimentation rate; Internal medicine; Rheumatism; Certolizumab pegol; Post-hoc analysis; Placebo; Physical therapy; Etanercept; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006539647,0.0003689295,0.001332946,0.0005356386,0.0002765509,0.00008966886,0.0006618318,0.0002323615,0.0001202913],"category_scores_gemma":[0.007438064,0.0003089804,0.0002417363,0.0006462409,0.002380989,0.0006707739,0.001338982,0.001289589,0.000001017091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008070337,"about_ca_system_score_gemma":0.001741744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511197,"about_ca_topic_score_gemma":0.001593094,"domain_scores_codex":[0.9864992,0.007696189,0.001834173,0.001163773,0.002046982,0.0007597039],"domain_scores_gemma":[0.9932353,0.002249263,0.0004704369,0.00213707,0.0009828345,0.0009250651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.394267,0.002023314,0.2099695,0.0003645564,0.000148942,0.0006018184,0.004672168,6.574105e-7,0.0002390506,0.0001004898,0.0002556172,0.3873569],"study_design_scores_gemma":[0.05266286,0.009065524,0.931624,0.00157455,0.00001378275,0.000057646,0.003208244,0.0004665603,0.0002789054,0.0005839449,0.0002064712,0.0002575016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870248,0.006175606,0.00003792205,0.001353062,0.0001871567,0.003579511,0.001531931,0.00002264631,0.0000873336],"genre_scores_gemma":[0.9609163,0.03840847,0.0002346723,0.0000205883,0.00007719835,0.0001218599,0.0001764657,0.00003958068,0.000004897079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7216545,"threshold_uncertainty_score":0.9999362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1501884746908964,"score_gpt":0.4568702225405171,"score_spread":0.3066817478496207,"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."}}