{"id":"W2594020302","doi":"10.1093/rheumatology/kex042","title":"Benefit of biologics initiation in moderate versus severe rheumatoid arthritis: evidence from a United States registry","year":2017,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Clinical disease; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006470763,0.000132549,0.0005092206,0.000659356,0.0002851305,0.0008716717,0.0003994373,0.0004324845,0.001707212],"category_scores_gemma":[0.02598843,0.000172695,0.0008513085,0.001296714,0.0003984871,0.00043248,0.0005840181,0.0004142379,0.0001506942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050546,"about_ca_system_score_gemma":0.0005663087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00236048,"about_ca_topic_score_gemma":0.004584678,"domain_scores_codex":[0.9935845,0.004052208,0.0007569701,0.0006315295,0.0007407018,0.000234027],"domain_scores_gemma":[0.9682273,0.01383929,0.01385807,0.001667741,0.001266164,0.001141387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001939822,0.00005723954,0.9857724,0.000185289,0.0008274466,0.0000366389,0.00006594353,0.00006869465,0.0000662145,0.0000747884,0.0005269835,0.01037855],"study_design_scores_gemma":[0.0001962393,0.0004128713,0.9971546,0.0001658518,0.0007142514,0.0001761888,0.0001094182,0.0000845547,0.00005481967,0.00004674469,0.0008768831,0.0000075438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795299,0.01460273,0.0001546635,0.0007194623,0.00006510493,0.00003616944,0.001716744,0.00001187654,0.003163324],"genre_scores_gemma":[0.9974692,0.001483913,0.00009053374,0.0001692802,0.00006911434,0.00001322997,0.0006378379,0.000002310092,0.00006458959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006470763,"threshold_uncertainty_score":0.03422111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05080161425906519,"score_gpt":0.3114519536704353,"score_spread":0.2606503394113701,"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."}}