{"id":"W3199928535","doi":"10.1136/lupus-2021-000536","title":"Canadian workplace experiences of systemic lupus erythematosus (SLE)","year":2021,"lang":"en","type":"letter","venue":"Lupus Science & Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia, Okanagan Campus; University of British Columbia; University of Waterloo","funders":"University of Waterloo","keywords":"Systemic lupus; Medicine; Dermatology; Immunology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002951229,0.0004067925,0.0005998988,0.00202088,0.02696585,0.004344,0.001870165,0.001119119,0.007222711],"category_scores_gemma":[0.004687754,0.0003417898,0.0004496299,0.003271081,0.005669518,0.001564916,0.006091338,0.002154597,0.0004802205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06238471,"about_ca_system_score_gemma":0.09022493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9698713,"about_ca_topic_score_gemma":0.9891183,"domain_scores_codex":[0.9969317,0.0007840957,0.0001204137,0.0002590029,0.0009217124,0.0009830834],"domain_scores_gemma":[0.9954113,0.0009084882,0.0004806423,0.0001208645,0.00132527,0.00175341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006497692,0.0001208019,0.03180749,0.0006871379,0.00001009623,0.001837648,0.9301606,0.00005795515,0.0005524018,0.003612004,0.01006551,0.02102325],"study_design_scores_gemma":[0.00001132664,0.00005669672,0.02869873,0.0005188785,0.00001027461,0.0004540976,0.9277434,0.00006482154,0.00008550171,0.0003805144,0.04192333,0.00005246015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9523147,0.004443449,0.0004627531,0.007239136,0.0002442934,0.000326414,0.001175541,0.00002332494,0.0337703],"genre_scores_gemma":[0.9883768,0.002548286,0.000470077,0.002436169,0.00002476885,0.0001567211,0.0002459425,0.00001368318,0.00572748],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06238471,"threshold_uncertainty_score":0.4526349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592031891310367,"score_gpt":0.2979546684461802,"score_spread":0.2720343495330766,"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."}}