{"id":"W2157932760","doi":"10.1016/j.msard.2015.06.012","title":"Neurosarcoidosis as an MS Mimic: The trials and tribulations of making a diagnosis","year":2015,"lang":"en","type":"review","venue":"Multiple Sclerosis and Related Disorders","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Neurosarcoidosis; Medicine; Multiple sclerosis; Sarcoidosis; Differential diagnosis; Brain biopsy; Presentation (obstetrics); Intensive care medicine; Pathology; Biopsy; Radiology; Immunology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00253611,0.0005566248,0.003044208,0.0004357473,0.0003657824,0.0001278149,0.0002586407,0.0005813981,0.0001216227],"category_scores_gemma":[0.002437195,0.0003212377,0.000748754,0.0008838861,0.0005583351,0.00013366,0.0002199422,0.0008446231,0.00001257553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005611597,"about_ca_system_score_gemma":0.0002680738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004598087,"about_ca_topic_score_gemma":0.00009623478,"domain_scores_codex":[0.995396,0.001241366,0.001518372,0.0007492295,0.0006214234,0.0004736339],"domain_scores_gemma":[0.9959614,0.002145981,0.0007151489,0.000669377,0.0001746271,0.0003334391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009910335,0.0004949921,0.002032857,0.002555429,0.0006786722,0.000003332887,0.0003965454,0.000004288891,0.00002915458,0.00005925318,0.0004282017,0.9932182],"study_design_scores_gemma":[0.006767655,0.00141902,0.00596585,0.02035503,0.008878818,0.0001586894,0.0007322336,0.001092655,0.00002162074,0.0003138213,0.9533172,0.0009773766],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01266289,0.9829279,0.000002478143,0.00082342,0.0001666597,0.002780784,0.0001962442,0.00005390879,0.0003857465],"genre_scores_gemma":[0.05774395,0.9412735,0.00007374276,0.00006748311,0.00007306388,0.0003927936,0.0001613699,0.00009477072,0.0001193388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9922408,"threshold_uncertainty_score":0.9999239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.242094896031619,"score_gpt":0.4067767959533758,"score_spread":0.1646818999217568,"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."}}