{"id":"W3148436759","doi":"10.1016/j.bandl.2021.104940","title":"Language measurement in childhood epilepsy: A review","year":2021,"lang":"en","type":"review","venue":"Brain and Language","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Trent University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Epilepsy; Psychosocial; Psychology; Etiology; Developmental psychology; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001647145,0.001349929,0.004110386,0.004439983,0.0002739877,0.001655328,0.001366233,0.001465896,0.004508196],"category_scores_gemma":[0.003519031,0.0005413445,0.001898885,0.005126075,0.000609695,0.001820556,0.001234443,0.001504966,0.0008096275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007989907,"about_ca_system_score_gemma":0.002742379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003615072,"about_ca_topic_score_gemma":0.007961855,"domain_scores_codex":[0.9994466,0.0001070513,0.0001824518,0.00009635444,0.000136,0.00003167327],"domain_scores_gemma":[0.9981409,0.001305672,0.0002770739,0.00002498421,0.0002017789,0.00004943407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002359178,0.00007301397,0.0004430864,0.2343015,0.001132234,0.0001725128,0.0000951199,0.0002736418,0.000595954,0.001082841,0.01416013,0.747434],"study_design_scores_gemma":[0.0004402603,0.0004680896,0.00694696,0.243836,0.01303706,0.002596076,0.0004395924,0.0002664789,0.0006601273,0.002918747,0.7282404,0.0001501652],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003200895,0.9997864,0.00001873855,0.0000467987,0.00002941113,0.00000338691,0.00001695695,0.000001413041,0.00006484202],"genre_scores_gemma":[0.0002552168,0.9995159,0.00007589961,0.00006792005,0.00003401236,0.00000435158,0.00001424839,4.886344e-7,0.00003195442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004508196,"threshold_uncertainty_score":0.01508141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770150355580902,"score_gpt":0.374648235846972,"score_spread":0.326946732291163,"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."}}