{"id":"W4283073069","doi":"10.1016/j.jaut.2022.102845","title":"Advances in SLE classification criteria","year":2022,"lang":"en","type":"review","venue":"Journal of Autoimmunity","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Mount Sinai Hospital","funders":"","keywords":"Rheumatism; Medicine; Rheumatology; League; Systemic lupus erythematosus; Clinical trial; Internal medicine; Family medicine; Physical therapy; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00312659,0.0002362757,0.002228109,0.0009609031,0.00008210625,0.00002815695,0.0005306653,0.0001927019,0.001304386],"category_scores_gemma":[0.001094794,0.0001731033,0.0005501769,0.0007560201,0.00006967824,0.0002254248,0.0001427265,0.002275398,0.00002924855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201505,"about_ca_system_score_gemma":0.001557532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001250709,"about_ca_topic_score_gemma":0.000002565394,"domain_scores_codex":[0.9960263,0.001135011,0.001639378,0.0001473272,0.0008021782,0.0002498474],"domain_scores_gemma":[0.9971139,0.0006243159,0.001399712,0.0005710506,0.0001834532,0.0001076061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006311534,0.000268579,0.0002178165,0.03227464,0.00008815563,0.0002529473,0.0003170358,2.835174e-7,0.000006146263,0.00003371771,0.001003519,0.9654741],"study_design_scores_gemma":[0.0005658796,0.0002377625,0.00009546352,0.02483837,0.0002287802,0.02334043,0.0005494831,0.00001230331,3.032295e-7,0.00004398702,0.9499714,0.0001158903],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002108141,0.9926375,0.000008655777,0.00006699809,0.0009442667,0.0005144772,0.000007797375,0.00001205937,0.005597414],"genre_scores_gemma":[0.00011105,0.9986873,0.0001738467,0.00001222734,0.0001825947,0.00003471626,0.00002958506,0.00004546327,0.000723226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9653581,"threshold_uncertainty_score":0.9996086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653918686301771,"score_gpt":0.4593657503442163,"score_spread":0.2939738817140393,"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."}}