{"id":"W2935954541","doi":"10.1093/rheumatology/kez106.067","title":"068 Asking the right questions? Rheumatoid arthritis patients’ views on rheumatology consultations: results of an online survey","year":2019,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Society","funders":"","keywords":"Medicine; Rheumatoid arthritis; Rheumatology; Internal medicine; Physical therapy; 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":[0.003774422,0.0001551542,0.0003659347,0.0008242375,0.0005124078,0.00106439,0.0002583015,0.0007838065,0.003864505],"category_scores_gemma":[0.01412866,0.0002751781,0.0005262604,0.0008715304,0.0003104784,0.0008995415,0.001265564,0.0007382632,0.0009690994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004999071,"about_ca_system_score_gemma":0.0004717734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003002144,"about_ca_topic_score_gemma":0.003408536,"domain_scores_codex":[0.9960482,0.002144874,0.0005404855,0.0002205727,0.0005747299,0.0004711879],"domain_scores_gemma":[0.9844993,0.007230437,0.004453587,0.000319855,0.00173008,0.001766753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000245158,0.0002814878,0.9611868,0.0003823579,0.00008831429,0.0003284255,0.01239849,0.0000697885,0.0004710497,0.00005505699,0.003403081,0.02109],"study_design_scores_gemma":[0.00004311348,0.0006203269,0.9581981,0.0002276027,0.00004364249,0.0006419765,0.03351559,0.0003357372,0.0001404104,0.00003793632,0.006160219,0.00003527683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956606,0.000285846,0.0000787078,0.0008115772,0.0000147478,0.0000590266,0.001207862,0.000007474835,0.001874197],"genre_scores_gemma":[0.9972305,0.0004189597,0.0002652341,0.0008372811,0.00002725673,0.0001386613,0.0005378805,0.00000580616,0.0005384407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003864505,"threshold_uncertainty_score":0.0199613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03113030654188486,"score_gpt":0.3032158339855232,"score_spread":0.2720855274436383,"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."}}