{"id":"W7115418486","doi":"","title":"Systemic lupus erythematosus","year":2016,"lang":"en","type":"article","venue":"University of Birmingham Research Portal (University of Birmingham)","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Disease; Adverse effect; Systemic lupus erythematosus; Autoimmune disease; Immune system; Cyclophosphamide; Lupus erythematosus; Immune dysregulation; Genetic predisposition","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002492814,0.000350352,0.001159472,0.001941632,0.0005450026,0.00001458849,0.001228016,0.0004383123,0.002893718],"category_scores_gemma":[0.000464783,0.000345869,0.0005701546,0.001548716,0.002397301,0.0005102308,0.0009652135,0.0005874964,0.0004546752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003508396,"about_ca_system_score_gemma":0.001208146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670894,"about_ca_topic_score_gemma":0.0004112246,"domain_scores_codex":[0.9944898,0.0004447627,0.0004700109,0.0009196781,0.002504886,0.001170809],"domain_scores_gemma":[0.9946324,0.0008413474,0.0004911036,0.001344365,0.001907438,0.0007833263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.006088711,0.001804633,0.5850731,0.007157917,0.001680654,0.0127037,0.0184824,0.000006178181,0.2720111,0.007024894,0.06249042,0.02547636],"study_design_scores_gemma":[0.05918026,0.007487239,0.01572818,0.03691722,0.00127866,0.09060398,0.6449568,0.001085426,0.02243266,0.00141881,0.1154909,0.003419857],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660028,0.0004855623,0.001577003,0.001130991,0.0001961695,0.00121194,0.0001114999,0.0001692658,0.02911474],"genre_scores_gemma":[0.9477048,0.0008977446,0.00130922,0.000006198394,0.00006602435,2.97353e-7,0.00001346517,0.00005198304,0.04995028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6264744,"threshold_uncertainty_score":0.9998993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0431397478589877,"score_gpt":0.2864093830687919,"score_spread":0.2432696352098042,"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."}}