{"id":"W4411193213","doi":"10.1177/09612033251345184","title":"Diagnostic overshadowing in systemic lupus erythematosus (SLE): A qualitative study","year":2025,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"LUPUS UK","keywords":"Medicine; Systemic lupus erythematosus; Dermatology; Systemic lupus; Lupus erythematosus; Immunology; Internal medicine; Disease; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01843275,0.000515332,0.0007785432,0.001546543,0.007797042,0.00398543,0.001708022,0.001460298,0.002606374],"category_scores_gemma":[0.02965961,0.0007570418,0.0004124685,0.00141141,0.01025003,0.004733834,0.007095552,0.002727395,0.0002215799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006617047,"about_ca_system_score_gemma":0.007980724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01190448,"about_ca_topic_score_gemma":0.0172098,"domain_scores_codex":[0.9846538,0.01183557,0.0005494953,0.0005727093,0.000840067,0.001548402],"domain_scores_gemma":[0.9570732,0.03253042,0.004331956,0.0007493316,0.002203713,0.003111357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002588128,0.00002426971,0.003556008,0.0001499508,0.000003333448,0.000301031,0.9929357,0.00001793277,0.000246877,0.0006628073,0.0001587107,0.0019174],"study_design_scores_gemma":[0.000002976174,0.00003096492,0.00102154,0.0001343124,0.000002155124,0.0001267816,0.996636,0.00003249992,0.00006619484,0.0001430143,0.001796609,0.000006993238],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937627,0.0006545205,0.001195624,0.002090239,0.00004156112,0.0001545425,0.0001039394,0.000009265185,0.001987559],"genre_scores_gemma":[0.9976395,0.0005429459,0.0004594433,0.0004454468,0.00001210387,0.000154707,0.00002720518,0.000006765946,0.0007117718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01843275,"threshold_uncertainty_score":0.09748286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02639167922760602,"score_gpt":0.3629353910987407,"score_spread":0.3365437118711347,"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."}}