{"id":"W4410513043","doi":"10.3899/jrheum.2025-0390.pv082","title":"BRIDGING THE GAP: IDENTIFYING AND ADDRESSING BARRIERS TO CARE FOR PATIENTS WITH LUPUS AND LUPUS NEPHRITIS","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lupus nephritis; Bridging (networking); Systemic lupus erythematosus; Lupus erythematosus; Intensive care medicine; Dermatology; Immunology; Internal medicine; Disease; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004758254,0.0002404688,0.0004131579,0.001512299,0.00326907,0.002590882,0.001055225,0.0009787785,0.003858361],"category_scores_gemma":[0.0205956,0.0003431184,0.0006246647,0.001753034,0.0006611396,0.003332932,0.005709655,0.002280218,0.000402178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002131951,"about_ca_system_score_gemma":0.01218143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01807315,"about_ca_topic_score_gemma":0.03182573,"domain_scores_codex":[0.9964672,0.001448862,0.0004175549,0.0002415841,0.0004618391,0.0009629547],"domain_scores_gemma":[0.9915121,0.002514513,0.002310907,0.0001961133,0.0009401884,0.002526204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007110463,0.0004751169,0.8626668,0.0006962011,0.00005411481,0.000487097,0.0215536,0.0001010227,0.0001861783,0.001098632,0.01982616,0.09278409],"study_design_scores_gemma":[0.00005859292,0.0004570196,0.7305874,0.003784758,0.0001215035,0.000929299,0.2327758,0.001245057,0.0003287549,0.002666968,0.0269468,0.00009800964],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303192,0.003153332,0.0008141846,0.05516711,0.0001567292,0.0003417578,0.0008487009,0.00003950022,0.009159547],"genre_scores_gemma":[0.9837038,0.003732251,0.004098107,0.006248306,0.0001201217,0.0005478321,0.0006014943,0.0000175408,0.0009306394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01807315,"threshold_uncertainty_score":0.03593588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970675815382437,"score_gpt":0.3074269431241293,"score_spread":0.2877201849703049,"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."}}