{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009469933,0.0007077347,0.0009366116,0.002859585,0.01700296,0.005463276,0.002875436,0.001671926,0.003990159],"category_scores_gemma":[0.0173645,0.0007179733,0.000633717,0.005192549,0.009206129,0.002618839,0.006709852,0.003283087,0.0002671673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05221654,"about_ca_system_score_gemma":0.05211199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.727001,"about_ca_topic_score_gemma":0.8084845,"domain_scores_codex":[0.9919008,0.003688371,0.0003170729,0.0005030172,0.001365561,0.002225083],"domain_scores_gemma":[0.9846547,0.008273672,0.001253939,0.0002881854,0.002917018,0.002612488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002800933,0.00001434556,0.003760881,0.000137715,0.00000369459,0.0003901772,0.992242,0.00002024616,0.0001459284,0.0004025361,0.0006084624,0.002246089],"study_design_scores_gemma":[0.000002921823,0.00001142478,0.003285018,0.0001534848,0.000003075325,0.00009659975,0.9926578,0.00003033087,0.00003397839,0.00005406857,0.003660406,0.00001084919],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984349,0.001625125,0.0005174996,0.003504399,0.00007481691,0.0003485614,0.0007637776,0.00001831664,0.00879858],"genre_scores_gemma":[0.9946901,0.001469901,0.0005339097,0.0008833723,0.00001785975,0.0002328074,0.0002434787,0.00002209599,0.001906457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.272999,"threshold_uncertainty_score":0.5492135,"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."}}