{"id":"W4221046977","doi":"10.1177/00099228221084422","title":"Pediatric Encephalopathy and Complex Febrile Seizures","year":2022,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Encephalopathy; Intensive care medicine; Pediatrics; Febrile seizure; Epilepsy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001332815,0.0002044118,0.0004929584,0.0001868499,0.0005515654,0.00003285691,0.0001595344,0.0001209444,0.001176923],"category_scores_gemma":[0.0008001568,0.0001992187,0.0002162744,0.0007180749,0.000173715,0.00007361631,0.0003969089,0.0008208911,0.00006536226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000708265,"about_ca_system_score_gemma":0.0002237804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005809107,"about_ca_topic_score_gemma":0.000003298158,"domain_scores_codex":[0.997492,0.0002443156,0.0007460285,0.0005405635,0.0005381752,0.0004389788],"domain_scores_gemma":[0.9982958,0.0006541056,0.0002012155,0.0003579644,0.0001144338,0.0003764213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009522851,0.0003798298,0.9253484,0.0001160088,0.00001239686,0.0003932462,0.0002189634,0.00002610106,0.000005406353,0.0005555626,0.06314357,0.009705276],"study_design_scores_gemma":[0.002478358,0.002195294,0.8616152,0.000003425653,0.000405048,0.001135757,0.0005598875,0.0004543536,9.527469e-7,0.001329761,0.1293961,0.0004258112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879288,0.002541115,0.0001788357,0.0007084785,0.001994364,0.0003864774,0.00005799102,0.0002072934,0.00599666],"genre_scores_gemma":[0.9873912,0.004484511,0.0009855342,0.002940957,0.003341439,0.00005158888,0.00006087614,0.00003664008,0.0007072945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06625252,"threshold_uncertainty_score":0.9997361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05320516111371626,"score_gpt":0.3434664577241793,"score_spread":0.2902612966104631,"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."}}