{"id":"W2601967748","doi":"10.1111/epi.13721","title":"Predictors of meaningful improvement in quality of life after temporal lobe epilepsy surgery: A prospective study","year":2017,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Hippocampal sclerosis; Logistic regression; Epilepsy surgery; Anterior temporal lobectomy; Confidence interval; Odds ratio; Epilepsy; Quality of life (healthcare); Depression (economics); Temporal lobe; Prospective cohort study; Internal medicine; Surgery; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008908814,0.0003654268,0.0003127172,0.000429221,0.0003359994,0.0004594951,0.0003309137,0.0004499729,0.001047844],"category_scores_gemma":[0.004057221,0.0002544306,0.0005433676,0.0006507117,0.0003860634,0.0003692817,0.0003582938,0.000643237,0.000181648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003243017,"about_ca_system_score_gemma":0.0005214009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007961027,"about_ca_topic_score_gemma":0.01086483,"domain_scores_codex":[0.9996619,0.0001077463,0.00003618143,0.00006519356,0.00006628699,0.0000626958],"domain_scores_gemma":[0.998044,0.0003777206,0.00099817,0.0001298576,0.0001823562,0.0002678334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005018807,0.00002375945,0.999395,0.000003700825,0.00002140402,0.00003079285,0.00003306373,0.00001517898,0.00003681571,0.000004492906,0.0000189642,0.0003665293],"study_design_scores_gemma":[0.000007046356,0.0001028623,0.9994766,0.000004445734,0.00001730695,0.0001290858,0.00007770283,0.0001005914,0.00001386311,0.00000934867,0.00005885225,0.00000234803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993802,0.0001400129,0.00004874367,0.00003652651,0.000002643656,0.000007930949,0.0001927023,0.000001237054,0.0001898687],"genre_scores_gemma":[0.9995015,0.00007945801,0.00004686516,0.00001328234,0.000004672073,0.000009337167,0.0003002073,8.294418e-7,0.00004387193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007961027,"threshold_uncertainty_score":0.01582938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0402686413382719,"score_gpt":0.3419378833426505,"score_spread":0.3016692420043786,"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."}}