{"id":"W2946061218","doi":"10.1097/md.0000000000015517","title":"Impact of residential area on the management of rheumatoid arthritis patients initiating their first biologic DMARD","year":2019,"lang":"en","type":"article","venue":"Medicine","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Southlake Regional Health Center; William Osler Health System; Brampton Civic Hospital; McGill University; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Canadian Arthritis Network; Medac; Ontario Ministry of Health and Long-Term Care; Celgene; Sanofi; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Rheumatoid arthritis; Rural area; Marital status; Antirheumatic drugs; Population; Demography; Odds ratio; Gerontology; Internal medicine; Environmental health; Antirheumatic Agents","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003018645,0.00008567316,0.0001506516,0.0003036223,0.0004780081,0.0004831181,0.0002515312,0.0001950871,0.002408908],"category_scores_gemma":[0.002687366,0.00007791946,0.000365096,0.0006398951,0.0002204678,0.0002388182,0.0003806195,0.000267248,0.0001984766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006268244,"about_ca_system_score_gemma":0.0007654793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04853097,"about_ca_topic_score_gemma":0.09586224,"domain_scores_codex":[0.9992607,0.0002983221,0.00005319371,0.00008046484,0.0001323126,0.0001749452],"domain_scores_gemma":[0.9981636,0.0003493728,0.0008153791,0.00006507282,0.000177038,0.0004295646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007120997,0.00003365091,0.9965456,0.000007214559,0.00003081762,0.00008204844,0.0001282112,0.00003304615,0.00006454752,0.00002305383,0.00015334,0.002827226],"study_design_scores_gemma":[0.000002281618,0.00003308383,0.9994372,0.000005839014,0.000008733015,0.00008000507,0.0002109158,0.00005009971,0.000010525,0.000008968995,0.0001506684,0.000001616882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977447,0.0003502439,0.00004258094,0.0001828106,0.000007054057,0.000005557616,0.0002469941,0.00000227352,0.001417815],"genre_scores_gemma":[0.9997031,0.00006541085,0.00002419964,0.00002572915,0.000005997033,0.000002024405,0.00008398888,9.540368e-7,0.00008857316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04853097,"threshold_uncertainty_score":0.09649694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266489071475601,"score_gpt":0.2780752845823046,"score_spread":0.2554103938675485,"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."}}