{"id":"W3202959638","doi":"10.17269/s41997-021-00568-7","title":"The Canadian 24-hour movement guidelines and self-rated physical and mental health among adolescents","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; Public Health Ontario; University of Toronto; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Mental health; Medicine; Logistic regression; Body mass index; Confidence interval; Demography; Cross-sectional study; Screen time; Physical activity; Recreation; Gerontology; Psychiatry; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001426556,0.0001913642,0.0005069704,0.000219261,0.0009085505,0.0002431518,0.0001301829,0.0000629054,0.00001602144],"category_scores_gemma":[0.0003688142,0.0001477403,0.00007898562,0.0002932211,0.0001853056,0.0002167825,0.00003175174,0.0005705641,0.000002672866],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002100189,"about_ca_system_score_gemma":0.02676785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4343883,"about_ca_topic_score_gemma":0.9630498,"domain_scores_codex":[0.9974799,0.0003187995,0.000558231,0.000235598,0.0004064938,0.001001026],"domain_scores_gemma":[0.9913524,0.00004341403,0.000308421,0.0002149461,0.0006388734,0.007441919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005721542,0.0006697171,0.922423,0.000219587,0.0001925589,0.0002028712,0.002481807,0.00000109657,0.00001102187,0.001269955,0.04856728,0.02395538],"study_design_scores_gemma":[0.001072683,0.0004888755,0.9349665,0.0002737535,0.00001605584,0.0001979061,0.001329472,0.0003827724,0.00001010477,0.0003350794,0.06079538,0.0001314332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8120369,0.001858823,0.000004037275,0.1852928,0.0003527402,0.0002659476,0.00004957524,0.000008848682,0.0001303109],"genre_scores_gemma":[0.9850829,0.0005579534,0.0001519549,0.01345487,0.0005402071,0.00000209417,0.00001564491,0.00002637721,0.0001680182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5286615,"threshold_uncertainty_score":0.9787495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490810454823563,"score_gpt":0.315622786862258,"score_spread":0.2707146823140224,"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."}}