{"id":"W4366742758","doi":"10.1093/rheumatology/kead185","title":"Paranasal sinus occupancy assessed from magnetic resonance images—associations with clinical indicators in patients with systemic lupus erythematosus","year":2023,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Musculoskeletal Research Center, Washington University in St. Louis; UK Dementia Research Institute; Alzheimer's Society; Fondation Leducq; LUPUS UK; University of Edinburgh; European Commission; Stroke Association; Mrs Gladys Row Fogo Charitable Trust; Weston Brain Institute; Galen and Hilary Weston Foundation","keywords":"Medicine; Interquartile range; Paranasal sinuses; Sinus (botany); Magnetic resonance imaging; Maxillary sinus; Gastroenterology; Internal medicine; Radiology; Pathology; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0005288654,0.0003025817,0.0002382405,0.000737242,0.0002031858,0.0005846429,0.0001880328,0.0004091899,0.001373689],"category_scores_gemma":[0.002622551,0.0001701757,0.000254855,0.0005444239,0.0002723254,0.0004347059,0.0004290293,0.0003948117,0.0002489392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001378936,"about_ca_system_score_gemma":0.0001275436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006343875,"about_ca_topic_score_gemma":0.0007438471,"domain_scores_codex":[0.9995825,0.0001158746,0.00007356631,0.00008163738,0.0001029554,0.00004349171],"domain_scores_gemma":[0.9980981,0.0004032965,0.001113259,0.00007352034,0.0001541299,0.0001577989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117878,0.00001646563,0.9979042,0.00000916611,0.00002720759,0.0001395371,0.00005069793,0.00004550036,0.0005562391,0.000006472658,0.00002118598,0.001105578],"study_design_scores_gemma":[0.000003961081,0.00006747089,0.9988791,0.000004448351,0.00001181318,0.0006354809,0.0001069861,0.0001536554,0.00007624651,0.00001248478,0.00004571836,0.000002644166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999413,0.0002039172,0.00006508695,0.00001520998,0.000002233393,0.000002602162,0.00004614748,0.000002473214,0.0002492436],"genre_scores_gemma":[0.9997814,0.00004897137,0.00005906219,0.000004782652,0.000006238885,0.000002141271,0.00005745544,6.981182e-7,0.00003916675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001373689,"threshold_uncertainty_score":0.004595399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174174919923751,"score_gpt":0.3085191825364356,"score_spread":0.2867774333371981,"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."}}