{"id":"W4414161544","doi":"10.1111/epi.18635","title":"Quality of life over time after new onset refractory status epilepticus","year":2025,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University Hospital; London Health Sciences Centre","funders":"","keywords":"Status epilepticus; Multidisciplinary approach; Quality of life (healthcare); Refractory (planetary science); Epilepsy; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001489579,0.0003646857,0.0004969704,0.0008722025,0.0003481265,0.000862291,0.0002961276,0.0003631029,0.001329781],"category_scores_gemma":[0.005749587,0.00007268398,0.0007494543,0.0008493257,0.0003434106,0.000727732,0.0008448581,0.0006134938,0.0002023367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005187755,"about_ca_system_score_gemma":0.00027534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001824189,"about_ca_topic_score_gemma":0.002841105,"domain_scores_codex":[0.9990446,0.0002700426,0.0001514533,0.0001194777,0.0002386923,0.0001757474],"domain_scores_gemma":[0.9964341,0.0003586003,0.002315969,0.00007797141,0.0004029328,0.0004105082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003870105,0.0001380816,0.9845743,0.00009480627,0.0002780472,0.0001567501,0.0004121171,0.0002403253,0.000260132,0.00002410884,0.0003041147,0.0131302],"study_design_scores_gemma":[0.000009636774,0.0003913576,0.9984847,0.00002491115,0.00004862982,0.0002585597,0.0002169833,0.0001315739,0.0000928223,0.00002496059,0.0003088782,0.000007116298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971265,0.001093311,0.0001272144,0.0001364266,0.0000168089,0.00002001392,0.0006557665,0.000006739424,0.0008171739],"genre_scores_gemma":[0.9988897,0.0002040334,0.0000899157,0.00003619667,0.00001155445,0.00001543034,0.0006050248,0.000001565502,0.0001466266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001824189,"threshold_uncertainty_score":0.007877767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164576328432207,"score_gpt":0.3433331728514379,"score_spread":0.3216874095671159,"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."}}