{"id":"W2029096704","doi":"10.1002/acr.20150","title":"Osteoporosis screening, prevention, and treatment in systemic lupus erythematosus: application of the systemic lupus erythematosus quality indicators","year":2010,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Agency for Healthcare Research and Quality","keywords":"Medicine; Osteoporosis; Vitamin D and neurology; Internal medicine; Systemic lupus erythematosus; Logistic regression; Cohort; Lupus erythematosus; Disease; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00288585,0.0002737947,0.0007955657,0.0006838742,0.0004007558,0.00006182558,0.0003426617,0.0003591893,0.00004330422],"category_scores_gemma":[0.0004738655,0.0002042193,0.0001943134,0.001360821,0.0006200187,0.0001306966,0.0002551337,0.001026599,0.00002805955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517441,"about_ca_system_score_gemma":0.0008550316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003261327,"about_ca_topic_score_gemma":0.009575739,"domain_scores_codex":[0.9947686,0.0009182073,0.001098577,0.0007253365,0.001599255,0.000890042],"domain_scores_gemma":[0.9967434,0.0004899889,0.0002852198,0.001301667,0.000702257,0.0004775099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002598605,0.0002659279,0.8458619,0.001981443,0.00003468187,0.0000266557,0.006943894,9.042021e-7,0.01014281,0.0007860266,0.0001568146,0.1335391],"study_design_scores_gemma":[0.05013776,0.005964108,0.6467184,0.01722805,0.0001991812,0.03546639,0.1884399,0.0003229064,0.03930755,0.001112885,0.0135084,0.001594474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815272,0.01245736,0.00002250079,0.0005411641,0.0002360202,0.00452917,0.00006417959,0.00005047223,0.0005719196],"genre_scores_gemma":[0.9953465,0.002312571,0.0001945537,0.00002569611,0.0001095207,0.001290897,0.00005529559,0.00005225155,0.0006126919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1991436,"threshold_uncertainty_score":0.8327823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035675751854793,"score_gpt":0.3647184533827619,"score_spread":0.334361695864214,"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."}}