{"id":"W3159933035","doi":"10.1093/sleep/zsab072.691","title":"693 Sleep Health in the Young Adult Clinic: A retrospective observational cohort study","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sleep medicine; Epworth Sleepiness Scale; Medicine; Insomnia; Chronic pain; Physical therapy; Sleep disorder; Sleep (system call); Sleep apnea; Sleep debt; Obstructive sleep apnea; Excessive daytime sleepiness; Pediatrics; Psychiatry; Polysomnography; Apnea; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000683207,0.0003306293,0.0006112687,0.001249545,0.000885948,0.0008490227,0.0004206831,0.0005198068,0.002581189],"category_scores_gemma":[0.001405657,0.0005421798,0.0005117243,0.002386341,0.0003816738,0.0007350028,0.0005370795,0.0006127216,0.0004381082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007047739,"about_ca_system_score_gemma":0.0008855943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0232785,"about_ca_topic_score_gemma":0.02993186,"domain_scores_codex":[0.9992104,0.0001430074,0.0001178728,0.0001969624,0.0001683189,0.0001634499],"domain_scores_gemma":[0.998751,0.0001911453,0.0005442,0.00007222156,0.0001484013,0.0002929798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003900748,0.00005422919,0.9991336,0.00001176073,0.00002021116,0.0001885175,0.0001045499,0.000005322015,0.00007720719,0.000006241738,0.00007787584,0.0002814636],"study_design_scores_gemma":[0.000009524281,0.0001878503,0.9985375,0.0000156443,0.00002376969,0.0005026423,0.0004919198,0.00006449385,0.00001955011,0.000006049516,0.0001374206,0.000003580674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987555,0.0002328536,0.00005394143,0.00002671667,0.000005979396,0.00004809175,0.0006084298,0.00000242004,0.0002662296],"genre_scores_gemma":[0.9990689,0.0001658212,0.00005500354,0.00007181583,0.00001223631,0.0000412292,0.0004935557,0.000001565453,0.00008978204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0232785,"threshold_uncertainty_score":0.04628605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108712064576816,"score_gpt":0.4573673106409711,"score_spread":0.3464961041832895,"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."}}