{"id":"W2410850552","doi":"10.5665/sleep.5836","title":"Validation of Actigraphy in Middle Childhood","year":2016,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Heart, Lung, and Blood Institute","keywords":"Actigraphy; Polysomnography; Sleep onset; Medicine; Sleep (system call); Sleep onset latency; Physical therapy; Sleep diary; Pediatrics; Audiology; Insomnia; Psychiatry; Apnea","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007207454,0.00005494378,0.00007763565,0.000145966,0.00001102763,0.000001633758,0.00007624747,0.00009492476,0.001274024],"category_scores_gemma":[0.00001604654,0.0000369755,0.00004925944,0.0001950015,0.00003576087,0.00004311873,0.000008396652,0.0000513685,0.0002644676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006381254,"about_ca_system_score_gemma":0.000004094205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005392179,"about_ca_topic_score_gemma":0.000008846516,"domain_scores_codex":[0.9994948,0.00004348126,0.000140069,0.000126594,0.00006446282,0.0001305928],"domain_scores_gemma":[0.9997091,0.00003251626,0.00005228131,0.0001703706,0.0000127672,0.00002292137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002051362,0.002492612,0.4547188,0.00001472236,0.0006131821,0.00001380435,0.01167129,0.00002164589,0.01102651,0.01637873,0.003066964,0.4997767],"study_design_scores_gemma":[0.01325929,0.0004758314,0.9343813,0.0001833774,0.0001421912,0.0000103501,0.002650171,0.00000467099,0.02851808,0.01284776,0.007032221,0.0004947737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509543,0.0003350575,0.0001259044,0.0003056111,0.0004449327,0.00009315741,0.000003210989,0.00002245168,0.04771544],"genre_scores_gemma":[0.9995962,0.00002834991,0.00002584123,0.00003677439,0.00002112511,0.000009555759,0.000002556579,0.000007840261,0.00027173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4992819,"threshold_uncertainty_score":0.999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265854434091495,"score_gpt":0.2516410393129343,"score_spread":0.2389824949720193,"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."}}