{"id":"W2064929770","doi":"10.1186/ar4619","title":"Are patient ratings of interactions with providers and health plans associated with technical quality of care in systemic lupus erythematosus?","year":2014,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health; Lupus Research Alliance; Canadian Arthritis Network; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Arthritis Society; Central New York Community Foundation; Merck KGaA; Lupus Foundation of America","keywords":"Medicine; Rheumatology; Quality (philosophy); Family medicine; Health care; Systemic lupus erythematosus; Internal medicine; Intensive care medicine; Physical therapy; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003035759,0.0001968199,0.001006744,0.0005001552,0.0001227875,0.00002875134,0.0001599618,0.000106111,0.00001577391],"category_scores_gemma":[0.0008144164,0.0001384085,0.00006181405,0.000774919,0.0005565788,0.0001275278,0.00006653403,0.0006733342,0.000001646606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003984603,"about_ca_system_score_gemma":0.000550326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296035,"about_ca_topic_score_gemma":0.01494465,"domain_scores_codex":[0.995225,0.001352659,0.0008653584,0.0004497399,0.001510199,0.0005970679],"domain_scores_gemma":[0.9965372,0.00103826,0.0005418489,0.0005645352,0.001078515,0.0002396319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002564369,0.0004669098,0.9645735,0.001934527,0.0001178129,0.00003826145,0.01224142,0.00000708196,0.005458362,0.0002248731,0.0002981685,0.01207473],"study_design_scores_gemma":[0.0727791,0.05708147,0.3758976,0.1558289,0.00002786504,0.02482113,0.2962905,0.0004411501,0.0138422,0.0004153608,0.001316069,0.001258645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920374,0.003782971,0.00005211199,0.001044519,0.00002404051,0.002592931,0.00004396376,0.00004269688,0.0003793827],"genre_scores_gemma":[0.9980262,0.001241502,0.0002360086,0.00005502479,0.00001823706,0.0002999415,0.00002403803,0.00004609977,0.0000529584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5886759,"threshold_uncertainty_score":0.8339463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05802192090213384,"score_gpt":0.3794148258392283,"score_spread":0.3213929049370944,"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."}}