{"id":"W1791742014","doi":"10.1007/s00381-003-0723-3","title":"Psychosocial functioning following surgical treatment for intractable epilepsy in childhood","year":2003,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario HIV Treatment Network; Children's Hospital of Eastern Ontario","funders":"","keywords":"Psychosocial; Subclinical infection; Medicine; Anxiety; Neurosurgery; Epilepsy; Depression (economics); Intractable epilepsy; Social functioning; Psychiatry; Clinical psychology; Pediatrics","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":[0.000429015,0.0002699969,0.0006249628,0.000175539,0.000265835,0.00004880454,0.00006126494,0.0001560663,0.00005261689],"category_scores_gemma":[0.00008283666,0.0002104962,0.0004224228,0.0002672502,0.00002220714,0.00008145269,0.00000968478,0.0001915011,0.00007179787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008321331,"about_ca_system_score_gemma":0.0002018267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001478005,"about_ca_topic_score_gemma":0.00007637887,"domain_scores_codex":[0.9979515,0.0001418231,0.0004407649,0.000481808,0.0003059283,0.0006781616],"domain_scores_gemma":[0.9991007,0.000158542,0.00007812665,0.0003193503,0.00004592571,0.000297325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001944633,0.007179219,0.9213958,0.0007497272,0.002332572,0.00343927,0.002804632,0.0001191386,0.0001481309,0.02392701,0.002486346,0.0334735],"study_design_scores_gemma":[0.1420321,0.01413479,0.5266727,0.005559365,0.00153109,0.006196627,0.007331384,0.0008017159,0.006374091,0.0004151129,0.2868983,0.0020527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158257,0.002041036,0.0001572339,0.0006255003,0.0007934952,0.002659797,0.00001636392,0.0001767955,0.07770411],"genre_scores_gemma":[0.9968764,0.00004107511,0.0004069055,0.00004309944,0.0004776896,0.0006140895,0.00007476012,0.00004986141,0.001416162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3947231,"threshold_uncertainty_score":0.8583785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736848367114002,"score_gpt":0.2893518244842199,"score_spread":0.2719833408130799,"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."}}