{"id":"W2047540883","doi":"10.3171/jns.2002.97.5.1142","title":"Factors predictive of suboptimal seizure control following selective amygdalohippocampectomy","year":2002,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Temporal lobe; Epilepsy; Magnetic resonance imaging; Electroencephalography; Pathological; Epilepsy surgery; Central nervous system disease; Surgery; Retrospective cohort study; Anterior temporal lobectomy; Hippocampal sclerosis; Anesthesia; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001956616,0.0001567677,0.0002059717,0.0003290338,0.0002611771,0.0002701233,0.0001194177,0.0001979634,0.0008103572],"category_scores_gemma":[0.001882146,0.00006944644,0.0001545006,0.0003066524,0.000332123,0.0001964694,0.0002095104,0.0002032616,0.0001196864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219337,"about_ca_system_score_gemma":0.0001951122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007731008,"about_ca_topic_score_gemma":0.001060978,"domain_scores_codex":[0.9998791,0.00002357095,0.00002283958,0.00001849391,0.00002387014,0.00003212857],"domain_scores_gemma":[0.9988727,0.0002975027,0.0005489698,0.0000435792,0.00004806576,0.000189144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001766535,0.00001268704,0.9973511,0.000004845331,0.00001407813,0.000413561,0.00003228522,0.00006489614,0.0004197098,0.000007382642,0.00002779648,0.00147504],"study_design_scores_gemma":[0.000008988584,0.0002908578,0.9955101,0.000004654948,0.00001779769,0.003537714,0.0001487286,0.0001613505,0.0002057736,0.00002410028,0.00008673168,0.000003197612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999761,0.00009330454,0.00002450723,0.000007620413,0.000001162523,0.000001454869,0.00001388257,9.330141e-7,0.00009603297],"genre_scores_gemma":[0.9998926,0.00002912274,0.00001567124,0.000004058468,0.000003495167,0.000001199083,0.00003801379,4.091393e-7,0.00001555473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008103572,"threshold_uncertainty_score":0.002710879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0363100604861312,"score_gpt":0.2795684651213351,"score_spread":0.2432584046352039,"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."}}