{"id":"W4285201847","doi":"10.4103/aian.aian_12_22","title":"Fever, Seizures and Encephalopathy","year":2022,"lang":"en","type":"article","venue":"Annals of Indian Academy of Neurology","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Status epilepticus; Encephalopathy; Febrile seizure; Epilepsy; Pediatrics; Internal medicine; Psychiatry","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":[0.0003722982,0.0001238296,0.0003903193,0.0002532329,0.0001210713,0.000002218835,0.0001350933,0.0001228098,0.0003507531],"category_scores_gemma":[0.00009207786,0.0001248768,0.0000936342,0.000252835,0.0003454815,0.00005683706,0.0001239053,0.0005433551,0.000002978601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003705987,"about_ca_system_score_gemma":0.00004832476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009242092,"about_ca_topic_score_gemma":0.000001238388,"domain_scores_codex":[0.9986812,0.0001446872,0.0003610152,0.0002615719,0.0002515457,0.0002999275],"domain_scores_gemma":[0.9994184,0.000110874,0.0002098694,0.0001094559,0.00003876075,0.0001126011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004146379,0.001739549,0.6994492,0.001977338,0.0005974573,0.002807808,0.01942548,0.0008924501,0.04238121,0.02943018,0.07338788,0.1237651],"study_design_scores_gemma":[0.002238786,0.007832473,0.8184053,0.00005431833,0.00007790286,0.009792101,0.0005666657,0.00009740345,0.02125096,0.00942884,0.1298439,0.0004114026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824265,0.001281237,0.000002245518,0.01405994,0.0001114621,0.0001695576,0.000035228,0.0000234384,0.001890358],"genre_scores_gemma":[0.9822471,0.00112438,0.00003042549,0.01638424,0.00007348644,0.00001934766,0.000004712377,0.00001510527,0.0001012242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1233537,"threshold_uncertainty_score":0.509233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179383814287481,"score_gpt":0.3162173450801266,"score_spread":0.2744235069372518,"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."}}