{"id":"W2624488659","doi":"10.1007/s10067-017-3713-7","title":"Comparison of systemic lupus erythematosus (SLE) patients managed early after diagnosis in specialty versus community care clinics","year":2017,"lang":"en","type":"article","venue":"Clinical Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Rheumatology; Systemic lupus erythematosus; Disease; Cohort; Specialty; Osteoporosis; Pathology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002307641,0.0003767724,0.002917215,0.0002849116,0.0003142547,0.00004901148,0.001198551,0.0008581354,0.0001031442],"category_scores_gemma":[0.01279559,0.0003372555,0.0005066227,0.0001752135,0.001191451,0.0001393992,0.0009040652,0.002008631,0.0002853721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002556669,"about_ca_system_score_gemma":0.0002627683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007026327,"about_ca_topic_score_gemma":0.001733723,"domain_scores_codex":[0.9928868,0.001902343,0.003264811,0.0006093105,0.000600631,0.0007361348],"domain_scores_gemma":[0.9884985,0.00599311,0.001458992,0.003031287,0.0006243684,0.000393751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005016843,0.001549951,0.9812067,0.002740514,0.0002063255,0.00007334876,0.004743751,6.677076e-7,6.118308e-7,0.0001264341,0.001044246,0.003290592],"study_design_scores_gemma":[0.02390078,0.001949946,0.9602446,0.004622712,0.0001494636,0.0006544469,0.007649226,0.00006087459,0.00001928795,0.00008755848,0.0003411649,0.000319967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898623,0.001641095,0.000009958644,0.00013193,0.005251023,0.001439172,0.00003940272,0.00005877459,0.001566377],"genre_scores_gemma":[0.998057,0.001243931,0.000167063,0.0000286972,0.00007075116,0.0002203242,0.00004135059,0.000067474,0.0001034066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02096214,"threshold_uncertainty_score":0.999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001858410560525,"score_gpt":0.4377650564487751,"score_spread":0.3375792153927226,"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."}}