{"id":"W4255258999","doi":"10.1093/rheumatology/keu091","title":"Oral abstracts 6: inflammatory arthritis and comorbidities","year":2014,"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":"Aberdeen Regional Hospital","funders":"","keywords":"Medicine; Arthritis; Inflammatory arthritis; Comorbidity; Dermatology; Intensive care medicine; Internal 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001289521,0.0007220653,0.001301696,0.001074108,0.0009102582,0.001553743,0.0004454895,0.001502237,0.3015584],"category_scores_gemma":[0.004596623,0.0001723482,0.00145992,0.0005972446,0.0002886554,0.0006492981,0.0007897117,0.0017756,0.03367259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009945878,"about_ca_system_score_gemma":0.001545243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317679,"about_ca_topic_score_gemma":0.004325949,"domain_scores_codex":[0.9992244,0.0001802096,0.0001578087,0.0000667809,0.0002752334,0.00009546711],"domain_scores_gemma":[0.998807,0.0003199494,0.0001850104,0.00006321301,0.000254679,0.0003702318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02146422,0.001124006,0.001869364,0.01143554,0.000306314,0.0002770488,0.00009743281,0.0001193485,0.002221103,0.002941853,0.5882329,0.369911],"study_design_scores_gemma":[0.009257128,0.005005077,0.02933972,0.00767796,0.0009393321,0.0008676514,0.0003674251,0.0001868989,0.001339294,0.003369135,0.9415722,0.00007816991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03877117,0.1702596,0.002667902,0.04101178,0.07452048,0.009011639,0.05198851,0.0008164301,0.6109526],"genre_scores_gemma":[0.1798824,0.1117631,0.007094583,0.0289158,0.06103071,0.005817685,0.02674733,0.0003703281,0.578378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3015584,"threshold_uncertainty_score":0.9962422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145853545106227,"score_gpt":0.2582117176331324,"score_spread":0.2436263631225097,"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."}}