{"id":"W2138794673","doi":"10.4172/2376-0281.1000137","title":"Personality Variables in Prediction of Control over Seizures in Patients with Partial Epilepsies","year":2014,"lang":"en","type":"article","venue":"International Journal of Neurorehabilitation","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personality; Omics; Epilepsy; Medicine; Psychology; Clinical psychology; Psychiatry; Bioinformatics; Biology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002956284,0.00007628,0.0002135388,0.0002413147,0.000006877669,0.000007758908,0.00006860796,0.00003213913,0.00003214647],"category_scores_gemma":[0.0004613622,0.00005607231,0.0000604483,0.00009064261,0.00005004456,0.000193901,0.000005306705,0.00009140238,5.151126e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007273124,"about_ca_system_score_gemma":0.00003982826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004568042,"about_ca_topic_score_gemma":0.00001377615,"domain_scores_codex":[0.9987482,0.0001132645,0.0004941632,0.00009481128,0.0004766771,0.00007288359],"domain_scores_gemma":[0.9989954,0.0002650787,0.0002985304,0.00006971667,0.0003380986,0.00003316222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001866236,0.001142856,0.9940922,0.00002947954,0.00008115974,0.000004057403,0.000809189,0.0004485093,0.0001268083,0.0002988495,0.00002390495,0.001076738],"study_design_scores_gemma":[0.01095977,0.001461492,0.9842935,0.0004180199,0.00002560198,0.000005565583,0.00007173078,0.001302596,0.00002031325,0.001328485,0.0000803936,0.00003251969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981585,0.00001156415,0.0005890047,0.0005577606,0.0002623362,0.0001802104,0.00002054919,0.000003009081,0.0002170865],"genre_scores_gemma":[0.9993839,0.000003413908,0.0004246559,0.0001074093,0.0000523733,0.000005257497,0.00001243683,0.000006699988,0.000003809129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009798698,"threshold_uncertainty_score":0.2286563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006170831568063325,"score_gpt":0.2504530320318614,"score_spread":0.244282200463798,"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."}}