{"id":"W2985157045","doi":"10.1002/acr2.11085","title":"Drivers of Satisfaction With Care for Patients With Lupus","year":2019,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université de Montréal","funders":"","keywords":"Medicine; Ethnic group; Systemic lupus erythematosus; Multivariate analysis; Univariate analysis; Internal medicine; Demography; Disease; Lupus erythematosus; Social support; Quality of life (healthcare); Gerontology; Immunology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009262052,0.000125929,0.0005826858,0.0001007095,0.00004411411,0.00001182377,0.0001889416,0.00009949407,0.0001546965],"category_scores_gemma":[0.00005039088,0.0000826856,0.00003318118,0.0001349586,0.00008791147,0.0001279474,0.00008862072,0.00009285662,0.00006056198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009725287,"about_ca_system_score_gemma":0.0002274077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008046911,"about_ca_topic_score_gemma":0.0005503958,"domain_scores_codex":[0.9989083,0.00004191889,0.0002343242,0.0002890638,0.0002654147,0.0002609732],"domain_scores_gemma":[0.998686,0.0001605387,0.0001695898,0.0004302,0.0004764402,0.00007727657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001794149,0.0000472698,0.9917569,0.001204128,0.0001561519,0.000002934588,0.002973042,0.000003067761,0.00004960735,0.0004074516,0.0006503414,0.0009550286],"study_design_scores_gemma":[0.09075578,0.01592199,0.8062167,0.005372652,0.000318396,0.01451428,0.05735905,0.0001882851,0.001349501,0.0001126969,0.007038389,0.0008523464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947352,0.00005666626,0.00008631907,0.00009312806,0.0001972501,0.00334662,0.0000175195,0.00001725484,0.001450078],"genre_scores_gemma":[0.9972788,0.00001783431,0.001877676,0.00002084438,0.000002757347,0.0001218606,0.00006704887,0.00003255486,0.000580625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1855402,"threshold_uncertainty_score":0.3371821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009680187381170208,"score_gpt":0.2801942187485943,"score_spread":0.2705140313674241,"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."}}