{"id":"W4390580915","doi":"10.47660/cbr.2023.2501","title":"APPLYING THE WORKING DEFINITION OF THE DISEASE MODIFICATION CRITERIA TO SYSTEMIC LUPUS ERYTHEMATOSUS TREATMENTS FROM THE PUBLISHED LITERATURE","year":2023,"lang":"en","type":"article","venue":"","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tobacco Research Unit","funders":"","keywords":"Medicine; Systemic lupus; Disease; Systemic lupus erythematosus; Intensive care medicine; Computer science; Internal medicine","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":[0.02866831,0.001490365,0.003803632,0.01378875,0.001527326,0.005351511,0.003418072,0.002032267,0.004831031],"category_scores_gemma":[0.06577966,0.0004924393,0.009485923,0.008409331,0.00138147,0.002807258,0.002973589,0.004785113,0.001177965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640828,"about_ca_system_score_gemma":0.0100876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005480732,"about_ca_topic_score_gemma":0.0117497,"domain_scores_codex":[0.9665499,0.009413091,0.01155312,0.001872446,0.009810018,0.000801451],"domain_scores_gemma":[0.9554905,0.01959434,0.00894012,0.002384044,0.01261294,0.0009780778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00141321,0.0004057079,0.03823649,0.03818948,0.006949627,0.0005347013,0.001091174,0.002779684,0.002012531,0.02321145,0.0784613,0.8067147],"study_design_scores_gemma":[0.002508278,0.001876202,0.1726083,0.04643686,0.02318332,0.005093842,0.001808037,0.01139083,0.005283807,0.1072057,0.6217718,0.0008331039],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03999524,0.5245845,0.2559625,0.04920384,0.01675261,0.01331722,0.02944292,0.001362385,0.0693789],"genre_scores_gemma":[0.3091529,0.1314982,0.4666428,0.02632218,0.007820599,0.01546695,0.0355999,0.0005799838,0.00691647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02866831,"threshold_uncertainty_score":0.1516144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06492147962599143,"score_gpt":0.3189413705532176,"score_spread":0.2540198909272262,"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."}}