{"id":"W1974588105","doi":"10.1186/ar4628","title":"Impact of provider specialty on the diagnosis and management of systemic lupus erythematosus in the American Indian/Alaska Native population","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":"Rheumatology; Medicine; Specialty; Population; Internal medicine; Orthopedic surgery; Systemic lupus erythematosus; Family medicine; Physical therapy; Dermatology; Surgery; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001628099,0.0001231898,0.0002274975,0.0004291512,0.0006446746,0.0008351535,0.0003848464,0.0003073338,0.002801881],"category_scores_gemma":[0.01257188,0.0001413805,0.0005009207,0.000893098,0.0003240084,0.0004348172,0.0007506956,0.000588032,0.0001636659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007749264,"about_ca_system_score_gemma":0.001318549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03501539,"about_ca_topic_score_gemma":0.03441761,"domain_scores_codex":[0.9971203,0.001578338,0.0001883804,0.0002723601,0.0004582157,0.0003824306],"domain_scores_gemma":[0.9915277,0.002976372,0.003508062,0.0002639458,0.0005047795,0.001219089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006714989,0.00004458062,0.997244,0.00001213283,0.00004230198,0.0001192229,0.0002113457,0.00003920929,0.00003898572,0.00004012901,0.0002206668,0.001920278],"study_design_scores_gemma":[0.000005140716,0.00006007816,0.9982828,0.00001953994,0.00003140927,0.0002464306,0.0009694233,0.0001639679,0.00001738183,0.00002476077,0.0001760465,0.000003137575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972765,0.0003734958,0.00003614332,0.0004444411,0.00001927998,0.000009153062,0.0001673299,0.000003064269,0.001670542],"genre_scores_gemma":[0.9996206,0.0001221519,0.00003419057,0.00007881703,0.0000158412,0.000003568213,0.00006017107,0.000001298464,0.00006333731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03501539,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05058265049163101,"score_gpt":0.3742109563789458,"score_spread":0.3236283058873148,"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."}}