{"id":"W4403012546","doi":"10.1016/s1470-2045(24)00500-x","title":"IVLBCL mimicking VEXAS syndrome","year":2024,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Otitis Media and Relapsing Polychondritis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003001317,0.00009461991,0.0003560679,0.00006603939,0.00006648788,0.0000233356,0.0001246025,0.0001383511,0.0003793188],"category_scores_gemma":[0.00006550882,0.0000571452,0.00007881841,0.0001708375,0.0001728734,0.00003006898,0.00004130383,0.0004810989,0.0009397792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069455,"about_ca_system_score_gemma":0.0001604565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002412057,"about_ca_topic_score_gemma":0.00002347008,"domain_scores_codex":[0.9991424,0.00008244082,0.0001495391,0.0001828251,0.0001249751,0.0003178024],"domain_scores_gemma":[0.9993779,0.0002407747,0.00002286072,0.0002692943,0.00001630538,0.00007284171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002061354,0.0001884124,0.004913013,0.0006262466,0.0004485559,0.01602315,0.003371219,0.000004356512,0.01069961,0.01606722,0.8547125,0.09273957],"study_design_scores_gemma":[0.0008013677,0.0004296988,0.004229832,0.0003199538,0.000131467,0.01097055,0.00007650547,0.0001275886,0.0002347681,0.0009346014,0.9816641,0.00007954983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.668434,0.01622316,0.0001776494,0.1340836,0.04809049,0.0004523997,0.00001535908,0.0006949806,0.1318283],"genre_scores_gemma":[0.9568421,0.001088161,0.0007293494,0.00412625,0.002157833,0.00002166045,0.00001357566,0.00003392764,0.03498711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2884081,"threshold_uncertainty_score":0.9998381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499288153925279,"score_gpt":0.3574795755002939,"score_spread":0.3124866939610411,"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."}}