{"id":"W4389505125","doi":"10.1136/lupus-2023-000982","title":"Canadian patient experiences of lupus nephritis: a qualitative analysis","year":2023,"lang":"en","type":"article","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 Waterloo","funders":"Arthritis Society; University of Calgary; Alexion Pharmaceuticals; Sanofi; AstraZeneca; Bristol-Myers Squibb","keywords":"Medicine; Lupus nephritis; Context (archaeology); Health care; Systemic lupus erythematosus; Family medicine; Mental health; Disease; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003069231,0.0002298942,0.0008833404,0.003766043,0.0003035479,0.0000250723,0.0005688135,0.00008898913,0.0007547435],"category_scores_gemma":[0.002482953,0.0001630094,0.0001510151,0.01547829,0.002619079,0.00022302,0.00009870443,0.0002114939,0.0001101053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006142552,"about_ca_system_score_gemma":0.001743772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05693469,"about_ca_topic_score_gemma":0.01998641,"domain_scores_codex":[0.9946052,0.0001719399,0.0007749275,0.0007003144,0.002695011,0.001052549],"domain_scores_gemma":[0.9966757,0.0003869254,0.0002048001,0.000784213,0.0007889667,0.001159338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005286694,0.00003714325,0.1118382,0.0001695247,0.0001659454,0.000247065,0.8708109,0.00002393411,0.006262487,0.0003335328,0.008495762,0.001562662],"study_design_scores_gemma":[0.001227361,0.0008259887,0.001493611,0.0007619586,0.0002523907,0.002092579,0.9870207,0.002418989,0.001521592,0.0001409697,0.002021192,0.0002227021],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879518,0.0008267852,0.00004330893,0.002753156,0.001577196,0.0006186399,0.0000132637,0.00009374787,0.006122141],"genre_scores_gemma":[0.9955212,0.0001030007,0.0001386453,0.0003098263,0.0001099655,0.0001436821,0.00002632468,0.00001740315,0.003629878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162098,"threshold_uncertainty_score":0.9978963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03810571683081389,"score_gpt":0.3816260169920734,"score_spread":0.3435203001612595,"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."}}