{"id":"W2015661047","doi":"10.1016/j.genhosppsych.2013.05.005","title":"Limbic encephalitis and psychosis","year":2013,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Psychosis; Hyperintensity; Limbic encephalitis; Magnetic resonance imaging; Acute Psychosis; Encephalitis; Medicine; Methylprednisolone; Psychology; Limbic system; Psychiatry; Neuroscience; Pathology; Pediatrics; Radiology; Surgery; Central nervous system; 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":[0.00001891879,0.0001690254,0.0002123268,0.00003855491,0.00008288198,0.00003150801,0.00005797857,0.00009694546,0.0006333163],"category_scores_gemma":[0.000008392281,0.0001256628,0.00009757523,0.000102042,0.00008140026,0.00009426039,0.00003719518,0.0001276009,0.0003300117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000830377,"about_ca_system_score_gemma":0.00001554567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001905239,"about_ca_topic_score_gemma":0.000003134346,"domain_scores_codex":[0.9990755,0.00001527384,0.0001804,0.0003268615,0.0001329511,0.0002690236],"domain_scores_gemma":[0.9995328,0.000007373994,0.00004381708,0.0002267356,0.00003016042,0.000159147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003365079,0.000969247,0.9288327,0.0000361925,0.0001069511,0.00001198032,0.00006773546,5.509636e-7,0.0003059241,0.002026339,0.03078053,0.03682823],"study_design_scores_gemma":[0.001345075,0.001702115,0.9860224,0.00001892281,0.00004673467,0.00002836475,0.00004770534,0.00005847738,0.00001973208,0.008624336,0.001932484,0.0001536994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771582,0.00318123,0.00001879982,0.01152328,0.0007720912,0.0004333514,0.000004472703,0.00008358569,0.006824996],"genre_scores_gemma":[0.9905238,0.0003960135,0.002796094,0.003694051,0.0001540513,0.00009018887,0.00001818121,0.00001987046,0.002307715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05718968,"threshold_uncertainty_score":0.693437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004910538621887187,"score_gpt":0.2269477526833825,"score_spread":0.2220372140614953,"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."}}