{"id":"W4306711299","doi":"10.1016/j.jadohealth.2022.08.022","title":"Naturalistic Sleep Patterns are Linked to Global Structural Brain Aging in Adolescence","year":2022,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Cancer Institute; National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; Pearl Therapeutics; National Institute of Mental Health; Eisai; WW International; Ryerson University; Philips; National Center for Advancing Translational Sciences; Pittsburgh Foundation","keywords":"Actigraphy; Sleep (system call); Neuroimaging; Depression (economics); Psychology; Audiology; Medicine; Clinical psychology; Psychiatry; Insomnia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001749806,0.0001354745,0.0001584353,0.0004536432,0.0002611507,0.0004168643,0.0001637742,0.0001743623,0.001665724],"category_scores_gemma":[0.0008596735,0.0001577473,0.0001460659,0.0003408192,0.0003073373,0.0002865146,0.0002985317,0.0002932929,0.00009259694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002152911,"about_ca_system_score_gemma":0.0002261349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005408459,"about_ca_topic_score_gemma":0.01532593,"domain_scores_codex":[0.9999322,0.00001296357,0.000005992255,0.00001957087,0.00001111851,0.00001826455],"domain_scores_gemma":[0.9994746,0.00006865561,0.0002951327,0.00002961295,0.0000530409,0.00007897351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001393954,0.0001132654,0.9920293,0.00001608874,0.00005142443,0.0002056879,0.0003664791,0.00005931229,0.002464893,0.0001472913,0.0001211542,0.004285638],"study_design_scores_gemma":[6.009267e-7,0.00001747313,0.9996721,0.000001541424,0.000002747657,0.00008411804,0.00009526244,0.0000236814,0.00004012877,0.00002551054,0.00003635924,5.819351e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993148,0.0001428893,0.00005018146,0.00002401672,0.000003088111,0.000004619008,0.00006901004,0.000002489191,0.0003888586],"genre_scores_gemma":[0.9995151,0.0001233983,0.00004927144,0.00001005703,0.000003394054,0.000004057589,0.0001029174,0.00000188372,0.0001900155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005408459,"threshold_uncertainty_score":0.01075399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801415282457422,"score_gpt":0.3409353076418206,"score_spread":0.3229211548172464,"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."}}