{"id":"W2776489476","doi":"10.1016/j.msard.2017.12.012","title":"Paraneoplastic Neuromyelitis Optica Spectrum Disorder: A single center cohort description with two cases of histological validation","year":2017,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of British Columbia","funders":"","keywords":"Medicine; Neuromyelitis optica; Cancer; Serous fluid; Pathology; Serous carcinoma; Ovarian cancer; Serology; Oncology; Multiple sclerosis; Internal medicine; Antibody; 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":[],"consensus_categories":[],"category_scores_codex":[0.00006372645,0.0002688016,0.0004775679,0.00007537263,0.0004497173,0.0000620323,0.0001009698,0.0001434135,0.0001046352],"category_scores_gemma":[0.0002856266,0.0001787205,0.0001270644,0.00007926171,0.0005476137,0.000161956,0.00006985375,0.0001991145,0.000009474014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002627772,"about_ca_system_score_gemma":0.00001786006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006417508,"about_ca_topic_score_gemma":0.0001783655,"domain_scores_codex":[0.9985622,0.00006333367,0.0003624114,0.0004719483,0.0002270812,0.0003130444],"domain_scores_gemma":[0.9990216,0.0001231325,0.0002887211,0.0004045353,0.00004234764,0.0001196587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008797278,0.001505828,0.9857319,0.00004157226,0.0002038559,0.00006331249,0.00008322146,0.0001684127,0.002154349,0.00008259458,0.00001668199,0.009068562],"study_design_scores_gemma":[0.008999025,0.002431716,0.9855064,0.0001581082,0.0003319974,0.0001636765,0.00006423869,0.001524808,0.0001693587,0.0002282759,0.0002188193,0.0002036037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953101,0.0006117471,0.0002608904,0.00121648,0.0001356325,0.0006606283,0.00002280851,0.00006982095,0.001711944],"genre_scores_gemma":[0.9980428,0.001435972,0.0001713305,0.00004699802,0.000008255211,0.00003851917,0.00009308443,0.00002848732,0.0001346168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008864958,"threshold_uncertainty_score":0.728801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205792600054316,"score_gpt":0.2312441609377451,"score_spread":0.1991862349372019,"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."}}