{"id":"W3033379780","doi":"10.1007/s00256-020-03502-z","title":"An uncommon lymphoma mimic: lipogranulomas","year":2020,"lang":"en","type":"article","venue":"Skeletal Radiology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Lymphoma; Malignancy; Nodule (geology); Anabolism; Radiology; Biopsy; Complication; Connective tissue; Pathology; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00005428766,0.0001959519,0.0004440844,0.00005004268,0.00006082804,0.00001114774,0.0001174105,0.00014442,0.000229275],"category_scores_gemma":[0.00004576367,0.0001519721,0.000167993,0.0001563422,0.0001237421,0.00005969853,0.00002862071,0.00006516479,0.0003585458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009081561,"about_ca_system_score_gemma":0.00008808923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006617026,"about_ca_topic_score_gemma":0.00001113003,"domain_scores_codex":[0.9988534,0.00008277947,0.0002250479,0.0003952566,0.0001179655,0.0003254928],"domain_scores_gemma":[0.9991307,0.00006202995,0.00005246004,0.0003084109,0.00003222009,0.0004141566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001103404,0.002571398,0.5251535,0.0001639755,0.0008216609,0.00322648,0.001375046,0.00002332792,0.02639105,0.009059116,0.02106116,0.4090498],"study_design_scores_gemma":[0.01252727,0.009251493,0.7581044,0.00003303118,0.0004061746,0.001939494,0.0001903101,0.0009005077,0.008578561,0.0003899719,0.2071956,0.0004831854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836206,0.001143814,0.00003891378,0.00703072,0.0001900173,0.0002693649,0.00001411445,0.0001693908,0.007523092],"genre_scores_gemma":[0.9932156,0.0001259857,0.0005865987,0.005267836,0.0005238727,0.0000402497,0.0001525203,0.00002525645,0.00006206333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4085667,"threshold_uncertainty_score":0.619724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976381328089104,"score_gpt":0.2775359936815301,"score_spread":0.257772180400639,"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."}}