{"id":"W2129579697","doi":"10.1136/ard.2008.106005","title":"Rapidity of rheumatology consultation for people in an early inflammatory arthritis cohort","year":2009,"lang":"en","type":"letter","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Rheumatoid arthritis; Rheumatology; Cohort; Internal medicine; Referral; Rheumatoid factor; Physical therapy; Arthritis; Inflammatory arthritis; Family medicine","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":[0.001273399,0.0002314085,0.0006636211,0.0006552197,0.00180732,0.001237665,0.0006007894,0.008030661,0.009528091],"category_scores_gemma":[0.01171873,0.0003557101,0.0005927416,0.0006047163,0.0004881677,0.0009837262,0.0004779411,0.004721751,0.001192885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001622097,"about_ca_system_score_gemma":0.001902624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246788,"about_ca_topic_score_gemma":0.02891451,"domain_scores_codex":[0.9986255,0.0004016592,0.0001651706,0.0001568702,0.0002647089,0.0003860988],"domain_scores_gemma":[0.9905767,0.004542579,0.00157567,0.0002704177,0.0009401551,0.002094419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001586158,0.0004756314,0.4630522,0.0002377754,0.0001652869,0.05764453,0.001095704,0.0002909692,0.003893361,0.002277835,0.4328606,0.03641998],"study_design_scores_gemma":[0.001120574,0.001309963,0.7316604,0.0008403856,0.0004414216,0.1241369,0.006618032,0.003424807,0.001187943,0.003727999,0.1252829,0.0002486928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2764449,0.002998264,0.0005092141,0.6739179,0.009871326,0.00009503819,0.001325144,0.0001548271,0.03468333],"genre_scores_gemma":[0.7804247,0.002217024,0.001003445,0.1825916,0.01930051,0.00009399193,0.0004416379,0.00008458576,0.01384251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01246788,"threshold_uncertainty_score":0.03187466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865761116993789,"score_gpt":0.3093087356490057,"score_spread":0.2806511244790678,"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."}}