{"id":"W2952866196","doi":"10.1136/annrheumdis-2019-eular.1820","title":"OP0252 NEUROPATHIES IN SYSTEMIC LUPUS ERYTHEMATOSUS: RESULTS FROM AN INTERNATIONAL, INCEPTION COHORT STUDY","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Autoantibody; Internal medicine; Placebo; Incidence (geometry); Disease; Immunology; Population; Cohort; Serology; Demography; Antibody; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009707453,0.00121742,0.0006437246,0.001035985,0.001399773,0.001824867,0.001025904,0.0009760458,0.002497791],"category_scores_gemma":[0.001660923,0.001034653,0.001043113,0.001942932,0.000544185,0.001049511,0.001068733,0.00139369,0.0005844733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004958076,"about_ca_system_score_gemma":0.000428234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370994,"about_ca_topic_score_gemma":0.01713052,"domain_scores_codex":[0.9993,0.0001289167,0.00005471551,0.0002880212,0.00008430483,0.0001440189],"domain_scores_gemma":[0.9986557,0.0001350707,0.0004856239,0.0002544129,0.0001719423,0.0002973475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006631696,0.0001179017,0.9956614,0.00001600952,0.0004360629,0.000336052,0.000237203,0.00002951793,0.0009131,0.00005398226,0.0002565953,0.001279047],"study_design_scores_gemma":[0.00003831385,0.00008603812,0.9986578,0.000008648494,0.0002634522,0.0003732051,0.000245421,0.00004775052,0.0000535424,0.00002948225,0.0001877078,0.000008415665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982501,0.0003142962,0.00009816213,0.00003887903,0.00001174938,0.00001077372,0.0007530412,0.000004440092,0.0005184498],"genre_scores_gemma":[0.9981232,0.0002518425,0.0001191717,0.00005839911,0.00002176056,0.00001718802,0.0008257014,0.000009858752,0.0005728175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01370994,"threshold_uncertainty_score":0.02726024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874292118121204,"score_gpt":0.3412919340570147,"score_spread":0.3025490128758027,"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."}}