{"id":"W3153201461","doi":"10.1177/15357597211004549","title":"Proceedings of the Sleep and Epilepsy Workshop: Section 2 Comorbidities: Sleep Related Comorbidities of Epilepsy","year":2021,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"BAND foundation","keywords":"Epilepsy; Sleep (system call); Sleep medicine; Medicine; Comorbidity; Workgroup; Circadian rhythm; Sleep disorder; Psychiatry; Neuroscience; Psychology; Insomnia; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008197306,0.001331632,0.0007622176,0.001559712,0.002677341,0.00513847,0.001873188,0.007217813,0.03520025],"category_scores_gemma":[0.008121397,0.0005056503,0.001247183,0.0009255256,0.001113687,0.003550821,0.005786961,0.009022198,0.01195924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003441782,"about_ca_system_score_gemma":0.0114686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003766745,"about_ca_topic_score_gemma":0.01486759,"domain_scores_codex":[0.9967206,0.0008640721,0.0002625638,0.000390841,0.001045402,0.0007165073],"domain_scores_gemma":[0.9907914,0.001181248,0.000381216,0.0001737374,0.002627295,0.004845051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004405276,0.00007571027,0.0003867184,0.0003464068,0.00001057886,0.0001617486,0.0003607155,0.00006304071,0.0002915743,0.0008294633,0.9638926,0.03353731],"study_design_scores_gemma":[0.00002781139,0.00005667921,0.001254233,0.00123368,0.00001444334,0.000244312,0.0007831763,0.00004162009,0.0001344593,0.001466141,0.9947228,0.00002063838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0029566,0.04745643,0.001590273,0.5976223,0.2957515,0.0007781699,0.001405478,0.0001686863,0.05227053],"genre_scores_gemma":[0.02901811,0.1135507,0.004992732,0.2026506,0.2708468,0.001835354,0.004540956,0.000556804,0.3720079],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03520025,"threshold_uncertainty_score":0.1177566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511221252059859,"score_gpt":0.2906800876589182,"score_spread":0.2655678751383196,"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."}}