{"id":"W4388494808","doi":"10.1177/09612033231209601","title":"Active lupus in Argentina: Results of a multicenter and national registry","year":2023,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prednisone; Lupus nephritis; Internal medicine; Logistic regression; Systemic lupus erythematosus; Cohort; Nephritis; Disease; Gastroenterology; Proteinuria; Kidney","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001733302,0.0003048152,0.0005338305,0.001480779,0.0002933759,0.0006777821,0.0003681319,0.0002803922,0.001208681],"category_scores_gemma":[0.003195779,0.0002240632,0.0003287478,0.002010987,0.0002142919,0.0004067877,0.0005694469,0.0002794008,0.0002112382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005738258,"about_ca_system_score_gemma":0.0005172037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01588415,"about_ca_topic_score_gemma":0.01108903,"domain_scores_codex":[0.9986686,0.0005480626,0.0001588532,0.0002449585,0.0002162535,0.0001634563],"domain_scores_gemma":[0.996803,0.0006076589,0.001599684,0.0002541447,0.0004015848,0.000333873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009650654,0.00002808846,0.9981216,0.00002168977,0.0000303462,0.00008059456,0.00005380765,0.00003442553,0.00005821579,0.00001637265,0.0001887142,0.001269701],"study_design_scores_gemma":[0.00001400835,0.00004501271,0.9991558,0.000009678133,0.00001917735,0.0002013307,0.00009942034,0.0001088373,0.00001550278,0.000006159727,0.0003233253,0.000001629611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954467,0.0005571024,0.0001392024,0.00007303472,0.000006729836,0.00002939755,0.002654193,0.00001023887,0.00108334],"genre_scores_gemma":[0.9957082,0.0005053393,0.0002350561,0.00002985344,0.00002574819,0.00003753585,0.003289386,0.00000645908,0.0001623109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01588415,"threshold_uncertainty_score":0.03158343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03612709715556294,"score_gpt":0.3325516019340545,"score_spread":0.2964245047784916,"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."}}