{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01136953,0.0007242361,0.0005612899,0.001785081,0.0005292585,0.001327243,0.001237308,0.0007856499,0.0009189927],"category_scores_gemma":[0.04438223,0.0003437018,0.0006873148,0.001135099,0.0009951176,0.0007484622,0.001205319,0.0005160745,0.0004768355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005415314,"about_ca_system_score_gemma":0.0008787019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005260663,"about_ca_topic_score_gemma":0.007853065,"domain_scores_codex":[0.9927463,0.002848312,0.001094797,0.001011467,0.001999245,0.0002998946],"domain_scores_gemma":[0.9767575,0.009414729,0.006301754,0.001988381,0.00494769,0.0005900017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001229604,0.00003150094,0.9889925,0.00008637768,0.0001033538,0.00003985242,0.0002793309,0.0001056704,0.0004066618,0.00004874032,0.0001424157,0.009640669],"study_design_scores_gemma":[0.000009328347,0.000198287,0.9973904,0.0001011811,0.00004203575,0.0002462026,0.0001807791,0.000562834,0.0005390666,0.00004463235,0.0006798611,0.000005360458],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878238,0.002281144,0.004580099,0.000110333,0.0001430771,0.0002655796,0.0008868781,0.00007282199,0.00383624],"genre_scores_gemma":[0.993042,0.0005239552,0.004853667,0.000106712,0.0000466398,0.0002486271,0.000763213,0.00002098478,0.000394256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01136953,"threshold_uncertainty_score":0.06012851,"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."}}