{"id":"W2942648646","doi":"","title":"Association between sleep quantity, physical activity, and depression among us adults: Analysis of the nhanes 2015-2016","year":2018,"lang":"en","type":"article","venue":"Journal of Exercise, Movement, and Sport (SCAPPS refereed abstracts repository)","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"National Health and Nutrition Examination Survey; Depression (economics); Sleep (system call); Medicine; Population; Physical activity; Association (psychology); Mental health; Cross-sectional study; Gerontology; Demography; Psychology; Psychiatry; Physical therapy; Environmental health","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":[0.001236305,0.0002668066,0.0004342493,0.000713877,0.0002836667,0.0004507012,0.000430779,0.0002793856,0.0006037347],"category_scores_gemma":[0.002120996,0.0003323431,0.001129901,0.001423798,0.0001866428,0.0003348607,0.0006915791,0.0004982252,0.0001666275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006634175,"about_ca_system_score_gemma":0.0005822725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05161697,"about_ca_topic_score_gemma":0.07861659,"domain_scores_codex":[0.9993156,0.0001528497,0.0001966734,0.0001349191,0.0001351697,0.00006475848],"domain_scores_gemma":[0.9987611,0.0001191968,0.0005885745,0.0001075428,0.0002811387,0.000142534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008760981,0.00002488649,0.9983853,0.00003064467,0.0001857126,0.00001472344,0.00005713528,0.00005483538,0.0001039596,0.00001188354,0.000307847,0.000735436],"study_design_scores_gemma":[0.000003531182,0.00001694345,0.9996349,0.000006271452,0.00002809276,0.00002046661,0.00005948219,0.00009116528,0.00001508608,0.000004446421,0.0001181655,0.000001445195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897894,0.0004898581,0.0001401715,0.00009844703,0.00001975501,0.00003721265,0.008978831,0.000009190429,0.0004371451],"genre_scores_gemma":[0.9892989,0.0002508612,0.0001844098,0.00008744672,0.00001321416,0.00007014623,0.009842416,0.000005274501,0.0002473161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05161697,"threshold_uncertainty_score":0.1026331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498683937766522,"score_gpt":0.2838514802301035,"score_spread":0.2688646408524383,"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."}}