{"id":"W3205907315","doi":"10.1093/eurpub/ckab164.018","title":"Sleep and its effect on mental health among adolescent and adult population","year":2021,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sleep (system call); Sleep hygiene; Mental health; Population; Psychology; Psychiatry; Medicine; Clinical psychology; Insomnia; Environmental health; Sleep quality","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":[0.0003126584,0.0001347694,0.0001812974,0.0005159156,0.0003805493,0.0006137289,0.000197578,0.0003017152,0.003710499],"category_scores_gemma":[0.001338875,0.0001050524,0.0004571044,0.0005639059,0.0001627623,0.0002976674,0.0004844679,0.0007152365,0.000203796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003639337,"about_ca_system_score_gemma":0.0005152522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346076,"about_ca_topic_score_gemma":0.0196752,"domain_scores_codex":[0.9997793,0.00005538021,0.00002480016,0.00003258014,0.00005287326,0.00005510836],"domain_scores_gemma":[0.9993268,0.00009300192,0.0002814496,0.00002207502,0.000105789,0.000170791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006614069,0.0001036986,0.9904836,0.00007358247,0.00009497964,0.0001012313,0.0002176311,0.00003254313,0.0001495986,0.0001281825,0.0004275299,0.008121158],"study_design_scores_gemma":[0.000001470471,0.00005842987,0.9988469,0.00003989198,0.00002768707,0.00008835824,0.0002598261,0.00005310838,0.00002004952,0.00005006802,0.0005527805,0.000001557422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857975,0.008616077,0.00008483519,0.0009997135,0.00008186314,0.00001760402,0.0009932672,0.000007540755,0.003401618],"genre_scores_gemma":[0.9967778,0.002122475,0.00006791866,0.000110603,0.00004301363,0.000008485993,0.0002237166,0.000001757881,0.0006442438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01346076,"threshold_uncertainty_score":0.02676481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533865490551935,"score_gpt":0.3083636533121197,"score_spread":0.2830249984066003,"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."}}