{"id":"W2149774782","doi":"10.3899/jrheum.080562","title":"<i>Quantitative Clinical Rheumatology:</i> “Keep It Simple, Stupid”: MDHAQ Function, Pain, Global, and RAPID3 Quantitative Scores to Improve and Document the Quality of Rheumatologic Care","year":2009,"lang":"en","type":"editorial","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatology; Erythrocyte sedimentation rate; Simple (philosophy); Simplicity; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005746268,0.001156349,0.0008947026,0.003011226,0.000855013,0.00400241,0.001122952,0.002349898,0.1391062],"category_scores_gemma":[0.03164105,0.0004005525,0.0008092587,0.002961629,0.001277012,0.003225153,0.002395719,0.003389145,0.1094114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001997918,"about_ca_system_score_gemma":0.003100006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005369504,"about_ca_topic_score_gemma":0.008128837,"domain_scores_codex":[0.9958073,0.001119138,0.0007506191,0.0003218818,0.001722764,0.0002784066],"domain_scores_gemma":[0.9682024,0.008193671,0.003053073,0.00197317,0.01658315,0.001994612],"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":[0.00002876884,0.00001222189,0.0006135674,0.000276825,0.000007294263,0.00002473649,0.00004337347,0.00002119007,0.0002740124,0.001456717,0.9712395,0.02600187],"study_design_scores_gemma":[0.00003394022,0.00004008333,0.006155381,0.0008856862,0.00001275453,0.0003550644,0.00009644833,0.0001331038,0.0004442472,0.002711733,0.9890878,0.0000436404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.004682745,0.02115373,0.04540735,0.2505162,0.05864634,0.002554868,0.1102597,0.02336275,0.4834162],"genre_scores_gemma":[0.05557669,0.0243331,0.1289539,0.2919123,0.05386991,0.007470576,0.1096588,0.01377865,0.314446],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1391062,"threshold_uncertainty_score":0.4653566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310580693265129,"score_gpt":0.3939878498024977,"score_spread":0.3629297804759848,"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."}}