{"id":"W4387246290","doi":"10.1186/s44167-023-00029-1","title":"Optimal domain-specific physical activity and sedentary behaviors for blood lipids among Japanese children: a compositional data analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Activity Sedentary and Sleep Behaviors","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Public Health Agency of Canada; University of Ottawa","funders":"","keywords":"Lipid profile; Body mass index; Physical activity; Blood lipids; Confidence interval; Medicine; Cholesterol; Internal medicine; Endocrinology; Physical therapy","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":[0.005906224,0.0009293146,0.0008797181,0.002365705,0.0008558391,0.0009415363,0.0008827329,0.0004284965,0.001324922],"category_scores_gemma":[0.01121257,0.0004204658,0.004198542,0.002256219,0.0005625659,0.0005749802,0.001532172,0.00065078,0.0001480271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009566862,"about_ca_system_score_gemma":0.00187701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0296436,"about_ca_topic_score_gemma":0.0239719,"domain_scores_codex":[0.9974028,0.001187353,0.0003168473,0.0006489369,0.0002802021,0.0001636905],"domain_scores_gemma":[0.9952393,0.002100184,0.0009582652,0.0008228014,0.0006725915,0.0002069064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002647963,0.00007485809,0.9877708,0.00008280852,0.000948007,0.00007218074,0.0002243117,0.003121047,0.0005531174,0.0002180601,0.0001394003,0.006530587],"study_design_scores_gemma":[0.00005491647,0.0003094459,0.9084225,0.00005456013,0.00127451,0.0001685723,0.001130028,0.08679868,0.0005090634,0.0005899404,0.0006493276,0.00003845446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915271,0.0001975977,0.007164745,0.00006513814,0.000008587299,0.00006912211,0.0007937857,0.000021486,0.0001525219],"genre_scores_gemma":[0.9911212,0.00009604808,0.006182603,0.00001267481,0.00000632488,0.00008528367,0.00238398,0.0000104541,0.0001013712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0296436,"threshold_uncertainty_score":0.05894208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021786450092357,"score_gpt":0.2990373240080496,"score_spread":0.2772508739156926,"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."}}