{"id":"W2987631628","doi":"10.1111/dmcn.14387","title":"Longitudinal trajectories of depression symptoms in children with epilepsy","year":2019,"lang":"en","type":"article","venue":"Developmental Medicine & Child Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shared Services Canada; University of Waterloo; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Canadian HIV Trials Network, Canadian Institutes of Health Research","keywords":"Depression (economics); Prospective cohort study; Cohort; Medicine; Epilepsy; Pediatrics; Longitudinal study; Repeated measures design; Psychology; Internal medicine; Psychiatry","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":[0.0008221317,0.000200036,0.0002260138,0.0004980523,0.0004178524,0.000550026,0.0003216548,0.0003159976,0.0007547098],"category_scores_gemma":[0.002924933,0.0002262283,0.0003803953,0.0006747697,0.0001780958,0.0004087304,0.0005153592,0.0006382506,0.0001205942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000811265,"about_ca_system_score_gemma":0.0007677733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06046683,"about_ca_topic_score_gemma":0.08197046,"domain_scores_codex":[0.9996144,0.00009047399,0.00003374587,0.00008066469,0.00008598003,0.00009469619],"domain_scores_gemma":[0.9986795,0.0001796949,0.000657338,0.00007516932,0.0002274663,0.0001808709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001935437,0.000007428367,0.9993213,0.000001995095,0.00001252511,0.00002166832,0.00006312011,0.00002168393,0.00003761748,0.000005173482,0.00003374998,0.0004544522],"study_design_scores_gemma":[0.000001672745,0.00002572302,0.9995421,0.00000473621,0.00000710355,0.00009716844,0.0001475977,0.00008046525,0.00002164483,0.000006647779,0.00006376347,0.000001379026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991484,0.0001344231,0.00006257634,0.00004977173,0.000001573448,0.000003916097,0.0004881162,0.000002185529,0.0001091483],"genre_scores_gemma":[0.9985019,0.0001509245,0.0001621909,0.00001464484,0.000002054304,0.00001056785,0.001049908,0.000001619169,0.0001062697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06046683,"threshold_uncertainty_score":0.1202297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009514233071197767,"score_gpt":0.2552918485165526,"score_spread":0.2457776154453548,"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."}}