{"id":"W2983032538","doi":"10.3899/jrheum.190501","title":"Models of Arthritis Care: A Systems-level Evaluation of Acceptability as a Dimension of Quality of Care","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Alberta Health Services; Chinook Regional Hospital; Alberta Bone and Joint Health Institute; University of Calgary; University of Alberta","funders":"","keywords":"Referral; Triage; Medicine; Family medicine; Arthritis; Patient satisfaction; Data collection; Physical therapy; Medical emergency; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.06884562,0.0005154206,0.0006255648,0.002709927,0.004967329,0.01117659,0.002182081,0.0008320754,0.001838209],"category_scores_gemma":[0.06897689,0.0004048512,0.001061056,0.003040118,0.007738782,0.004360165,0.006671405,0.001917612,0.00009490956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06146418,"about_ca_system_score_gemma":0.05283138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1702548,"about_ca_topic_score_gemma":0.2177067,"domain_scores_codex":[0.908867,0.05408601,0.003569508,0.001627396,0.02776751,0.004082528],"domain_scores_gemma":[0.9289108,0.02729221,0.009694571,0.003064277,0.02648088,0.004557233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000427092,0.001206773,0.7015854,0.00161571,0.0003303126,0.0001663923,0.1254614,0.003747405,0.001634995,0.01136713,0.001888911,0.1505685],"study_design_scores_gemma":[0.0001427281,0.004168667,0.7334882,0.001500891,0.0003037241,0.0001992958,0.2224117,0.01346892,0.002159725,0.005016283,0.01694149,0.0001984763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567152,0.001168933,0.01059695,0.008165509,0.0000512247,0.001706519,0.0002251513,0.00008387205,0.02128667],"genre_scores_gemma":[0.9948317,0.0001427502,0.004393771,0.0001302392,0.000009100171,0.0002077349,0.00004478791,0.000006048814,0.0002337597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1702548,"threshold_uncertainty_score":0.4459559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05158424917185492,"score_gpt":0.3504916463338763,"score_spread":0.2989073971620213,"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."}}