{"id":"W106396499","doi":"","title":"Prediction of short term mortality in systemic lupus erythematosus with time dependent measures of disease activity.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"Actua; University of Waterloo","funders":"","keywords":"Medicine; Internal medicine; Proportional hazards model; Systemic lupus erythematosus; Leukopenia; Proteinuria; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001595775,0.0005840353,0.000300635,0.0006463052,0.000131272,0.0004334193,0.000338857,0.0003897657,0.001027261],"category_scores_gemma":[0.006409534,0.0001559565,0.0004831828,0.0004697724,0.0002343248,0.0003726778,0.0004490851,0.0006795721,0.0002149695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981377,"about_ca_system_score_gemma":0.0003601321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002066019,"about_ca_topic_score_gemma":0.003308114,"domain_scores_codex":[0.9993935,0.0002974441,0.00005075258,0.00006388179,0.0001302212,0.00006429054],"domain_scores_gemma":[0.9951838,0.001897063,0.001973291,0.0001303718,0.0002921216,0.0005234009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002652448,0.00002016896,0.9965311,0.00001118055,0.00004757446,0.00003111828,0.00001359554,0.00026553,0.0001400568,0.000006522181,0.00006302587,0.002604966],"study_design_scores_gemma":[0.00002066982,0.0004499599,0.9941982,0.00001961755,0.00006484429,0.0003100888,0.0000471754,0.00445766,0.0001931273,0.00004917794,0.0001832232,0.000006207222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997911,0.0008499664,0.0006670057,0.00008668585,0.00001028267,0.000007062585,0.0002840285,0.00000739945,0.0001765104],"genre_scores_gemma":[0.9989797,0.0001665694,0.0002999479,0.000007155863,0.00001531567,0.000005872862,0.0003872159,0.000001418633,0.0001366616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002066019,"threshold_uncertainty_score":0.008439422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04405026952008358,"score_gpt":0.2628901499913407,"score_spread":0.2188398804712571,"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."}}