{"id":"W2531586361","doi":"10.1016/j.puhe.2016.09.009","title":"Are Canadian children and adolescents sleep deprived?","year":2016,"lang":"en","type":"article","venue":"Public Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; Statistics Canada","funders":"Health Canada","keywords":"Sleep (system call); Medicine; Psychology; Pediatrics; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002712558,0.0001055437,0.000134669,0.0002005119,0.0001615604,0.00002245748,0.0001371541,0.000140894,0.0006152908],"category_scores_gemma":[0.0000627634,0.00007355323,0.00002561228,0.0001518234,0.00006902112,0.00006926109,0.00002114152,0.0001340796,0.0005526464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240776,"about_ca_system_score_gemma":0.0001994102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08963472,"about_ca_topic_score_gemma":0.08713714,"domain_scores_codex":[0.9986008,0.000130939,0.0001663834,0.0002964885,0.00008874878,0.0007165953],"domain_scores_gemma":[0.9986126,0.00001791613,0.00009975775,0.000261329,0.00002890374,0.0009794526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002863294,0.00005173425,0.6769852,0.000002758691,0.00006155772,0.000003311289,0.000359863,1.965292e-8,2.748963e-7,0.000936076,0.01505697,0.3065394],"study_design_scores_gemma":[0.001156364,0.00002478423,0.9458393,0.00002713632,0.000004086299,0.00001934303,0.0001412627,8.291047e-7,1.555305e-7,0.00008246746,0.05260469,0.00009953994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8863701,0.003022249,0.0001959,0.1014842,0.0007949502,0.0004033451,0.00007204572,0.0001124509,0.007544843],"genre_scores_gemma":[0.9905874,0.0002804443,0.00001344531,0.008662258,0.00008045622,0.00001105303,0.000008664379,0.00001963543,0.0003366339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3064398,"threshold_uncertainty_score":0.9295202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065238126328407,"score_gpt":0.2802908236612015,"score_spread":0.2596384423979174,"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."}}