{"id":"W7057378974","doi":"","title":"The Impact of Achieving Low Disease Activity in the First Year of Disease on Future Disability and Damage in Early Rheumatoid Arthritis","year":2013,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Pulsed Power Technology Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rheumatoid arthritis; Disease; Multivariate analysis; Severity of illness; Arthritis; Functional impairment; Clinical trial","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001753033,0.0001714597,0.0002199754,0.00002496886,0.00007304271,0.00001249713,0.0002618904,0.00003861092,0.000005932936],"category_scores_gemma":[0.000007786241,0.0001268801,0.00003543777,0.00009826176,0.0001265008,0.0001540273,0.0000333961,0.0002881292,1.482521e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001640463,"about_ca_system_score_gemma":0.0003283852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002993467,"about_ca_topic_score_gemma":0.09374494,"domain_scores_codex":[0.998939,0.00004380542,0.0002319349,0.0001551399,0.0004632947,0.0001667881],"domain_scores_gemma":[0.9991248,0.0003123625,0.000108821,0.0003531584,5.556428e-7,0.0001002736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001863093,0.000221976,0.9564148,0.001416822,0.0001496967,0.00002731729,0.0006473004,0.001125035,0.002218851,0.02207402,0.0006554654,0.01318562],"study_design_scores_gemma":[0.0001736331,0.00002484747,0.996185,0.0002957648,0.000005264591,1.290317e-7,0.000798267,0.0008047311,0.0009250096,0.0005763515,0.0001028629,0.0001081609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951539,0.0005777901,9.03542e-7,0.000711207,0.00004630148,0.0003475138,0.000601708,0.000006315282,0.00255435],"genre_scores_gemma":[0.9985256,0.001300677,0.000009436107,0.00001062759,0.00000958883,0.00005279724,0.00002771491,0.00001665573,0.00004689244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09075147,"threshold_uncertainty_score":0.9227918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001299813179788776,"score_gpt":0.1526752776884562,"score_spread":0.1513754645086674,"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."}}