{"id":"W2794119780","doi":"10.1044/2017_ajslp-16-0195","title":"Effects of Epilepsy on Language Functions: Scoping Review and Data Mining Findings","year":2018,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Epilepsy; Computer science; Reading (process); Modalities; Aphasia; Psychology; Natural language processing; Cognitive psychology; Psychiatry; Linguistics","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":[0.04511448,0.001401099,0.004786039,0.04653457,0.001437957,0.005484372,0.00234871,0.002355596,0.004075844],"category_scores_gemma":[0.2176899,0.001180042,0.006505095,0.0370883,0.001908051,0.004370058,0.003173372,0.00149316,0.0005123648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004947064,"about_ca_system_score_gemma":0.01913393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008884819,"about_ca_topic_score_gemma":0.02322993,"domain_scores_codex":[0.9573901,0.01239506,0.02138538,0.002145376,0.005827531,0.000856458],"domain_scores_gemma":[0.7108873,0.2444742,0.02334675,0.004194682,0.01631781,0.000779291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002419669,0.00005568122,0.008256735,0.88504,0.00759915,0.0005320238,0.002334224,0.0002768802,0.0003069719,0.001107962,0.003073935,0.09117442],"study_design_scores_gemma":[0.00003975294,0.00009314698,0.00695002,0.9587796,0.01713922,0.0004619884,0.00204896,0.000109888,0.0003533581,0.0007078858,0.01328449,0.00003176734],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01344075,0.9717226,0.001667372,0.002339145,0.0003246382,0.003089926,0.00461204,0.00003654354,0.002766995],"genre_scores_gemma":[0.1131226,0.8680807,0.005996823,0.00191287,0.0001952507,0.006983679,0.00323618,0.00003873897,0.0004331966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04653457,"threshold_uncertainty_score":0.2385911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169222415790878,"score_gpt":0.3705563235596918,"score_spread":0.348864099401783,"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."}}