{"id":"W1987129472","doi":"10.3389/fpsyt.2014.00188","title":"Validating the Childrenâ€™s Sleep Habits Questionnaire Against Polysomnography and Actigraphy in School-Aged Children","year":2015,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Actigraphy; Polysomnography; Sleep (system call); Gold standard (test); Psychology; Sleep onset; Medicine; Clinical psychology; Psychiatry; Insomnia; Internal medicine; Electroencephalography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007607187,0.0006219023,0.0008405793,0.001509866,0.0005017199,0.0008860476,0.0007176282,0.0005380295,0.001040044],"category_scores_gemma":[0.0139187,0.0005776308,0.00114399,0.00113203,0.0006753419,0.0008805307,0.001188883,0.0008447519,0.0005119721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008992,"about_ca_system_score_gemma":0.001428852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009595313,"about_ca_topic_score_gemma":0.02125957,"domain_scores_codex":[0.9960278,0.00112593,0.0008713349,0.0005960311,0.00111862,0.0002603734],"domain_scores_gemma":[0.9936466,0.001871782,0.001911447,0.0004333107,0.001689299,0.000447629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002264688,0.0001872386,0.984843,0.0001014164,0.00009862282,0.00007501455,0.001123544,0.0001675701,0.001004971,0.00005982404,0.0004753049,0.01163698],"study_design_scores_gemma":[0.00002047126,0.000278289,0.9982424,0.00002945422,0.00002892759,0.00008911124,0.0003331748,0.0002609556,0.0003589307,0.00001966448,0.0003334593,0.000005255334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976299,0.0001644542,0.0006092978,0.00004237844,0.00002058596,0.0002348817,0.0004800563,0.00002454553,0.0007938372],"genre_scores_gemma":[0.9926816,0.0002811475,0.004450362,0.00007657683,0.00001308195,0.0006963827,0.001359087,0.00001552975,0.0004262687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009595313,"threshold_uncertainty_score":0.04023117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006137241449350212,"score_gpt":0.2403192075812376,"score_spread":0.2341819661318874,"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."}}