{"id":"W1995366729","doi":"10.1007/s11926-014-0468-x","title":"Economics of Stratified Medicine in Rheumatoid Arthritis","year":2014,"lang":"en","type":"review","venue":"Current Rheumatology Reports","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"University of Manchester; National Institute for Health and Care Research; Pfizer; Eli Lilly and Company","keywords":"Medicine; Rheumatoid arthritis; Stratified sampling; Rheumatology; Family medicine; Economic analysis; Alternative medicine; Health economics; Health care; Preference; Physical therapy; Internal medicine; Intensive care medicine; Public health; Pathology; Statistics","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":[0.002627351,0.0007721665,0.002726554,0.002593172,0.0002066411,0.001811495,0.001023756,0.001272099,0.006461202],"category_scores_gemma":[0.007092351,0.000390843,0.001534577,0.003472497,0.0006955817,0.001547975,0.0008395187,0.001731496,0.0003595779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002879925,"about_ca_system_score_gemma":0.002409354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003656549,"about_ca_topic_score_gemma":0.006303641,"domain_scores_codex":[0.9985375,0.0006921741,0.000196931,0.00008916121,0.000394863,0.00008940934],"domain_scores_gemma":[0.9957767,0.003357429,0.0005652862,0.00003945197,0.0002046219,0.00005651891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008277211,0.0001344469,0.001003511,0.1300211,0.0025722,0.0001881918,0.00006032189,0.002611573,0.0001741288,0.01976592,0.02211774,0.8205233],"study_design_scores_gemma":[0.001347862,0.0005505977,0.01840715,0.2556347,0.01115909,0.002959699,0.00036404,0.002169654,0.0004399213,0.04783365,0.6589723,0.0001612821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001293929,0.9990934,0.00006057299,0.0002683068,0.0000544233,0.000004603816,0.00001672352,9.290156e-7,0.0003715956],"genre_scores_gemma":[0.003095398,0.9962934,0.0001376763,0.0001852793,0.0001647407,0.000008691111,0.0000145677,8.149744e-7,0.00009939643],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006461202,"threshold_uncertainty_score":0.02161485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04295219490702444,"score_gpt":0.3529583220989415,"score_spread":0.310006127191917,"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."}}