{"id":"W4390848329","doi":"10.1016/j.yebeh.2023.109617","title":"Health care access, psychosocial outcomes and mental health in adults living with epilepsy during the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Psychosocial; Medicine; Patient Health Questionnaire; Mental health; Interquartile range; Anxiety; Depression (economics); Medicaid; Population; Psychiatry; Epilepsy; Health care; Environmental health; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005575976,0.0003771636,0.000691717,0.0002929018,0.0005772748,0.0001741527,0.0002195724,0.0001047926,0.0001817737],"category_scores_gemma":[0.00008395271,0.0002360435,0.0001412086,0.0004856373,0.0002254546,0.0002324125,0.00015826,0.0007478378,0.00002400384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001933254,"about_ca_system_score_gemma":0.001583681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004798993,"about_ca_topic_score_gemma":0.0131383,"domain_scores_codex":[0.9967875,0.000270515,0.0005549474,0.000772569,0.0005900122,0.001024494],"domain_scores_gemma":[0.998181,0.0002391917,0.000119764,0.0004412125,0.00004276262,0.0009760115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003234771,0.0003196906,0.9626729,0.0007334616,0.00007295824,0.0002048133,0.009345382,5.585952e-7,0.000009310238,0.00003068334,0.001905211,0.02438159],"study_design_scores_gemma":[0.003238932,0.001039772,0.9883579,0.001113822,0.00004286813,0.0003442472,0.002612258,0.000006149843,0.000003466826,0.000006140807,0.003028132,0.0002063197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507207,0.01121279,0.000008066528,0.03453312,0.0002679501,0.002674656,0.0002326006,0.0002340977,0.0001159769],"genre_scores_gemma":[0.9917364,0.004034338,0.000145421,0.002722929,0.0001842414,0.0006074937,0.0001402422,0.0000717384,0.0003572549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0410156,"threshold_uncertainty_score":0.9625574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319324632293422,"score_gpt":0.3946475552293003,"score_spread":0.3627150919999582,"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."}}