{"id":"W3027280317","doi":"10.1136/bmjopen-2019-031850","title":"Association between organ damage and mortality in systemic lupus erythematosus: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"BMJ Open","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AstraZeneca","keywords":"Medicine; Meta-analysis; Internal medicine; Cochrane Library; Observational study; Rheumatology; Systemic lupus erythematosus; Cohort study; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01240215,0.0008544613,0.02866544,0.0006426545,0.00008189341,0.000349798,0.0008996884,0.0005554582,0.0001915725],"category_scores_gemma":[0.00368829,0.0005548584,0.001645784,0.002725959,0.00005272702,0.00022527,0.00127774,0.0007801515,0.0001414702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008971159,"about_ca_system_score_gemma":0.0007463528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002293626,"about_ca_topic_score_gemma":0.0001370199,"domain_scores_codex":[0.9889718,0.003965138,0.003831433,0.001257474,0.001429538,0.0005445958],"domain_scores_gemma":[0.9929905,0.00153626,0.00282429,0.001921732,0.0002681491,0.0004590703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000310656,0.00001985177,0.0108427,0.7982538,0.1899108,0.00016541,0.0001956759,1.129101e-8,3.146803e-8,0.00001312688,0.0005216564,0.00007378073],"study_design_scores_gemma":[0.0004217547,0.00003300098,0.00001858961,0.2937745,0.6969842,0.00542815,0.0001494935,0.000004669285,4.202871e-8,0.000007560806,0.002813225,0.0003648428],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004432925,0.9308937,0.000007400607,0.0005983548,0.00003051288,0.06769828,0.0002794837,0.00004632131,0.0004016283],"genre_scores_gemma":[0.00006520949,0.9832957,0.00007438523,0.0002183058,0.0000657205,0.01123733,0.0002886814,0.0001190066,0.004635627],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5070733,"threshold_uncertainty_score":0.9996903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2200323878673149,"score_gpt":0.4698826717747772,"score_spread":0.2498502839074624,"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."}}