{"id":"W4408097983","doi":"10.1136/lupus-2024-001452","title":"Meeting report: The Systemic Lupus International Collaborating Clinics (SLICC) World Lupus Seminar on Africa","year":2025,"lang":"en","type":"article","venue":"Lupus Science & Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Systemic lupus; Systemic lupus erythematosus; Representation (politics); Family medicine; Disease; Pathology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01013924,0.0004575504,0.0009401603,0.00144822,0.0009531475,0.0001774227,0.001628961,0.0001566669,0.0001416793],"category_scores_gemma":[0.01387238,0.0002774797,0.00015023,0.006550622,0.001984369,0.0002585679,0.0004322538,0.0009406921,0.0001052037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415355,"about_ca_system_score_gemma":0.001813994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000946635,"about_ca_topic_score_gemma":0.00008926583,"domain_scores_codex":[0.9918077,0.0002561376,0.001753537,0.001292414,0.003758406,0.00113178],"domain_scores_gemma":[0.993423,0.001891691,0.0007309595,0.001839021,0.001667729,0.0004476008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005373645,0.0002942438,0.738488,0.0009724182,0.0002154952,0.001978783,0.01560105,0.0002073682,0.03198129,0.005488492,0.1990127,0.005222753],"study_design_scores_gemma":[0.01239602,0.001448742,0.001319293,0.05423699,0.0006575747,0.2552867,0.07995467,0.02630643,0.003940971,0.0008537974,0.5623687,0.001230105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6611576,0.005153782,0.0003052331,0.03321771,0.03576216,0.002579677,0.00001101115,0.0003539822,0.2614589],"genre_scores_gemma":[0.8395182,0.0002267259,0.0002956908,0.00136966,0.001278114,0.0001558475,0.00001707975,0.00004238163,0.1570963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7371687,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03095477881955374,"score_gpt":0.3623205135111636,"score_spread":0.3313657346916098,"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."}}