{"id":"W2910156074","doi":"10.1111/epi.14638","title":"Prevalence and trajectories of depressive symptoms among mothers of children with newly diagnosed epilepsy: A longitudinal 10‐year study","year":2019,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; University of Waterloo; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Epilepsy; Pediatrics; Comorbidity; Longitudinal study; Medicine; Multinomial logistic regression; Epidemiology; Prospective cohort study; Logistic regression; Cohort study; Cohort; Depressive symptoms; Psychiatry; Psychology; Cognition; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000728898,0.0001888675,0.0002212615,0.0004312155,0.0005102698,0.0005358847,0.0003736134,0.0003259295,0.0006241805],"category_scores_gemma":[0.001889787,0.0003183587,0.000378641,0.0006030529,0.0001740658,0.0005295428,0.0005104861,0.0005443554,0.0001599389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006217023,"about_ca_system_score_gemma":0.0005336216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04040411,"about_ca_topic_score_gemma":0.05121807,"domain_scores_codex":[0.9996717,0.00008073905,0.00003793435,0.0000743576,0.00006241971,0.00007282384],"domain_scores_gemma":[0.9990571,0.0000968744,0.0005054148,0.00005330804,0.0001446096,0.0001426412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002256896,0.00001818305,0.9993818,0.000002052274,0.00001627692,0.00003199718,0.0001216392,0.00000912298,0.0000401652,0.000003501386,0.00003387947,0.0003188812],"study_design_scores_gemma":[0.000002617166,0.00004022272,0.9993936,0.000005682109,0.00000822497,0.00009161377,0.0003110844,0.0000542671,0.00001663181,0.000003554427,0.00007088397,0.000001563977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993091,0.000108565,0.00004104426,0.0000316345,0.000002012464,0.000006769485,0.0004176681,0.000001326543,0.00008179864],"genre_scores_gemma":[0.9989514,0.0001739416,0.0001001534,0.00002015059,0.000002451375,0.00001538718,0.0006019017,9.681399e-7,0.0001336477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04040411,"threshold_uncertainty_score":0.08033788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009737087511792322,"score_gpt":0.2623418084421295,"score_spread":0.2526047209303371,"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."}}