{"id":"W3087306202","doi":"10.1111/epi.16672","title":"Changes in caregiver depression, anxiety, and satisfaction with family relationships in families of children who did and did not undergo resective epilepsy surgery","year":2020,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Anxiety; Depression (economics); Psychology; Epilepsy; Cohort; Caregiver burden; Psychiatry; Medicine; Clinical psychology; Internal medicine; Dementia; Disease","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":[0.000902967,0.0002898197,0.0003357889,0.0004718324,0.0005293791,0.0005168595,0.0002907837,0.0002905093,0.0007390759],"category_scores_gemma":[0.004460446,0.0002379203,0.000526581,0.0003710443,0.000257719,0.0005311296,0.0004515514,0.0005026588,0.0000998804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007958994,"about_ca_system_score_gemma":0.0004743259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499286,"about_ca_topic_score_gemma":0.02340328,"domain_scores_codex":[0.9996318,0.000109927,0.00003320465,0.00006383941,0.00006314917,0.00009800305],"domain_scores_gemma":[0.9982347,0.0002065486,0.001041375,0.00005813185,0.0001740009,0.0002852631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007835266,0.00002794541,0.9988694,0.000003503651,0.00002585522,0.00006221005,0.0001646591,0.00001514378,0.00004075642,0.000002382207,0.00003128592,0.0006784894],"study_design_scores_gemma":[0.000004854715,0.00009710413,0.9991482,0.000004491591,0.00001064488,0.0001837753,0.0004218029,0.00004478253,0.00002805047,0.000003098168,0.00005121236,0.00000192217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997652,0.00008943811,0.00001131831,0.00001459757,0.000001920485,0.000001857375,0.00007805858,5.266346e-7,0.00003704621],"genre_scores_gemma":[0.9996719,0.00006035669,0.00002941736,0.000009890267,0.000002035104,0.000004500057,0.0001687174,4.547866e-7,0.00005268603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499286,"threshold_uncertainty_score":0.0298112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318505843698028,"score_gpt":0.2636578821470493,"score_spread":0.2318072977772465,"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."}}