{"id":"W3164415081","doi":"10.1136/annrheumdis-2021-eular.1790","title":"POS0734 EXTRAPOLATION OF LONG-TERM OUTCOMES IN SYSTEMIC LUPUS ERYTHEMATOSUS: REPLICATING A HOPKINS LUPUS COHORT ANALYSIS WITH THE SYSTEMIC LUPUS INTERNATIONAL COLLABORATING CLINICS (SLICC) INCEPTION COHORT","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of Calgary","funders":"Gillings School of Public Health; Emory University; University of Toronto; University of Manitoba; Shanxi Medical University; Université Laval; National Natural Science Foundation of China; Northwestern University; McGill University; University of Calgary; Northwell Health; National Science Foundation","keywords":"Medicine; Cohort; Systemic lupus erythematosus; Prednisone; Internal medicine; Systemic lupus; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02768835,0.001169101,0.0008217472,0.0009839212,0.001435321,0.002643126,0.003584278,0.001277333,0.005465147],"category_scores_gemma":[0.04090662,0.0007890625,0.003068922,0.001543213,0.0008409818,0.001654359,0.002833151,0.002804173,0.001626782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005980774,"about_ca_system_score_gemma":0.001776861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02455955,"about_ca_topic_score_gemma":0.02431175,"domain_scores_codex":[0.9889549,0.006698977,0.0004659347,0.002219506,0.0009611343,0.0006995929],"domain_scores_gemma":[0.9647539,0.008595711,0.00322763,0.01796411,0.003571191,0.001887435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003793241,0.0001846088,0.9654427,0.00009529234,0.00514548,0.0004418163,0.0005206582,0.002628223,0.0007703733,0.001906807,0.00926144,0.009809449],"study_design_scores_gemma":[0.00102362,0.002528422,0.9456444,0.0002734567,0.008001475,0.001152809,0.001622523,0.01787813,0.001341073,0.004881166,0.0155209,0.0001319703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635383,0.001250299,0.01434435,0.001134767,0.0006564399,0.0002119587,0.01336771,0.0002712798,0.005224905],"genre_scores_gemma":[0.984269,0.0002043632,0.003516246,0.0004647603,0.0002014481,0.0001989753,0.008182552,0.0001705573,0.002792027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02768835,"threshold_uncertainty_score":0.1464317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491471654895213,"score_gpt":0.3479478841154315,"score_spread":0.3130331675664794,"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."}}