{"id":"W2894498929","doi":"10.1017/cjn.2018.265","title":"Further Investigation of Screening for Anxiety and Depression in Epilepsy","year":2018,"lang":"en","type":"letter","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Depression (economics); Epilepsy; Content (measure theory); Anxiety; Psychology; Medicine; Psychiatry; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009723772,0.0003094159,0.0004750576,0.0007960101,0.0006705275,0.0008182646,0.0005165646,0.002487152,0.005808003],"category_scores_gemma":[0.004955408,0.0001094415,0.0005954806,0.00053999,0.0003818796,0.000992337,0.000246342,0.001216624,0.000628897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145558,"about_ca_system_score_gemma":0.001529039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152991,"about_ca_topic_score_gemma":0.01471865,"domain_scores_codex":[0.9992782,0.0002415025,0.0001205176,0.00005259883,0.0001387567,0.0001683846],"domain_scores_gemma":[0.9983064,0.0008047419,0.0001527231,0.00005703093,0.0003432327,0.000335868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006586467,0.001148012,0.7102851,0.0006028757,0.0001691064,0.05798713,0.001033916,0.0003492183,0.004922718,0.001926448,0.05420612,0.1667107],"study_design_scores_gemma":[0.0002325261,0.001571325,0.835652,0.002225197,0.0003110427,0.09841292,0.00591252,0.001634885,0.001699639,0.00725171,0.0450182,0.00007805811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5884807,0.03480206,0.001682607,0.2538857,0.00217912,0.0003925489,0.001100717,0.00009264087,0.1173839],"genre_scores_gemma":[0.953656,0.009105091,0.001374817,0.02947586,0.001643575,0.0001346277,0.0004244831,0.00001082455,0.0041747],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01152991,"threshold_uncertainty_score":0.02292562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05808497364536495,"score_gpt":0.3046435426502641,"score_spread":0.2465585690048992,"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."}}