{"id":"W4243932156","doi":"10.1093/rheumatology/keu103","title":"Rheumatoid arthritis: 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; Rheumatoid arthritis; Arthritis; Dermatology; Physical therapy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002144589,0.00043029,0.0005565956,0.0005182815,0.0006694226,0.0006034272,0.0002533942,0.0004361618,0.03796652],"category_scores_gemma":[0.001165149,0.00008014943,0.0002534515,0.001197238,0.0001776355,0.0002795231,0.0006069098,0.0008077591,0.008594858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003550209,"about_ca_system_score_gemma":0.0009192594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002973632,"about_ca_topic_score_gemma":0.0041591,"domain_scores_codex":[0.9996092,0.00005008182,0.00005769882,0.00005291778,0.0001293231,0.00010089],"domain_scores_gemma":[0.9994811,0.00006480182,0.0001768003,0.00002555146,0.0001024691,0.0001492915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000965895,0.0008663372,0.3207337,0.004980166,0.000342521,0.01152469,0.0003882763,0.0003877797,0.002434569,0.003742987,0.3453258,0.3083072],"study_design_scores_gemma":[0.0002861492,0.0003683698,0.4295272,0.00372789,0.0003131019,0.04920479,0.0003453874,0.0003972118,0.0002730819,0.003285268,0.5122126,0.00005894012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.189203,0.2054272,0.002495363,0.01982734,0.003814231,0.0009288306,0.03216609,0.0004641633,0.5456738],"genre_scores_gemma":[0.8280086,0.07046301,0.00263918,0.009191609,0.003723038,0.000615921,0.01510035,0.00005384635,0.07020447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03796652,"threshold_uncertainty_score":0.1270106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531590234743286,"score_gpt":0.2622488398391821,"score_spread":0.2469329374917493,"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."}}