{"id":"W2070913474","doi":"10.1002/art.24347","title":"Work disability in systemic lupus erythematosus","year":2009,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"University of Toronto; University Health Network","keywords":"Medicine; Dermatology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002960399,0.0003068812,0.0008563797,0.0005601519,0.000230514,0.0001261315,0.0004943351,0.0003134492,0.0002522778],"category_scores_gemma":[0.0009956657,0.0002791152,0.0002219675,0.002394102,0.0005554269,0.0001830887,0.0002069125,0.001423182,0.0007818161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478417,"about_ca_system_score_gemma":0.0004622094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002254045,"about_ca_topic_score_gemma":0.0003429656,"domain_scores_codex":[0.9931402,0.0008855348,0.0008498628,0.0009674964,0.002488674,0.001668279],"domain_scores_gemma":[0.9962864,0.0006423406,0.00005924318,0.00158189,0.0008556633,0.0005744729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005383773,0.0003709449,0.8792222,0.0009694844,0.00002215047,0.001610778,0.00879077,0.000003562686,0.001274459,0.0007897226,0.003295454,0.1031121],"study_design_scores_gemma":[0.05894589,0.007051084,0.3367306,0.07028863,0.00006752327,0.2508475,0.238364,0.0002139245,0.006734788,0.006835486,0.0207668,0.003153728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504433,0.02862516,0.000008661321,0.001533335,0.0002672084,0.002430505,0.00001162991,0.0001680749,0.01651211],"genre_scores_gemma":[0.9965038,0.00131191,0.0001546104,0.00007602262,0.0003296979,0.0002653108,0.00003082752,0.00005718762,0.001270663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5424916,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03913786260080766,"score_gpt":0.3588711240458649,"score_spread":0.3197332614450573,"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."}}