{"id":"W2944434569","doi":"10.1503/cmaj.181548","title":"Diagnosing autoimmune limbic encephalitis","year":2019,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Limbic encephalitis; Autoimmune encephalitis; Limbic system; Medicine; Encephalitis; Neuroscience; Temporal lobe; Immunology; Pathology; Psychology; Psychiatry; Epilepsy; Virus; Central nervous system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077082,0.001127062,0.001686422,0.003562479,0.0003133729,0.001243681,0.001144034,0.001474953,0.003813501],"category_scores_gemma":[0.002067387,0.000289702,0.0006494132,0.001510297,0.0007179261,0.001359229,0.0006259,0.003185136,0.00285632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008864407,"about_ca_system_score_gemma":0.001074887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005115637,"about_ca_topic_score_gemma":0.005907789,"domain_scores_codex":[0.9995862,0.00009114562,0.00007086754,0.00005467415,0.000149745,0.0000473438],"domain_scores_gemma":[0.9990054,0.0003777098,0.000115023,0.00002633031,0.0004133344,0.00006221994],"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":[0.00008734661,0.00003689174,0.001533729,0.01010664,0.0001385617,0.001182746,0.00008056583,0.0002395205,0.001350373,0.001804992,0.08878277,0.8946559],"study_design_scores_gemma":[0.0000864412,0.00009521072,0.009249374,0.02555235,0.0004072431,0.02531908,0.000449621,0.0003143159,0.001620481,0.006586886,0.9302444,0.00007449644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003052278,0.9931931,0.0004397017,0.001274893,0.001062272,0.00001530901,0.00004012667,0.00002752484,0.003641945],"genre_scores_gemma":[0.005082942,0.9893112,0.0009336919,0.001519219,0.001380507,0.00001141374,0.000141878,0.000005231902,0.001613873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005115637,"threshold_uncertainty_score":0.01275742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213674742209485,"score_gpt":0.3118989535924437,"score_spread":0.2797622061703489,"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."}}