{"id":"W3008039362","doi":"10.7717/peerj.8651","title":"Association between 9-minute walk/run test and obesity among children and adolescents: evidence for criterion-referenced cut-points","year":2020,"lang":"en","type":"article","venue":"PeerJ","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Public Health Agency of Canada","funders":"","keywords":"Obesity; Test (biology); Body mass index; Physical fitness; Aerobic exercise; Demography; Medicine; Fitness test; Mathematics; Statistics; Physical therapy; Biology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002189141,0.0001883152,0.0004471768,0.00003514796,0.0001148597,0.00006394547,0.00009290942,0.0001193855,0.00001285098],"category_scores_gemma":[0.002436801,0.0001783625,0.00007007274,0.0001293987,0.0000673897,0.0003429625,0.0001579657,0.0002537297,0.00001845164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000987676,"about_ca_system_score_gemma":0.000029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001331798,"about_ca_topic_score_gemma":0.00003861502,"domain_scores_codex":[0.9986882,0.00004807326,0.0002085309,0.000447402,0.0003306739,0.000277165],"domain_scores_gemma":[0.9987496,0.000471455,0.0001410036,0.0001592854,0.0001713417,0.0003073259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003409757,0.000386043,0.9950938,0.0002528386,0.00006722533,0.00000146958,0.0002021869,5.669808e-8,0.001000546,0.000007838958,0.001521094,0.001432867],"study_design_scores_gemma":[0.001229223,0.0004235475,0.9945486,0.0004000459,0.0003572066,0.000001384642,0.00001274441,0.0002187232,0.002269255,0.0003076323,0.00005335399,0.0001783309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927214,0.00008243154,0.00008831331,0.006100688,0.00004019337,0.0007228067,0.0001225004,0.00008803901,0.00003359516],"genre_scores_gemma":[0.9983132,0.00005768824,0.0002521499,0.0005835484,0.0005478707,0.00001712078,0.00006265366,0.00002182901,0.0001439313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005591775,"threshold_uncertainty_score":0.7273413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04113125383627596,"score_gpt":0.299756808838411,"score_spread":0.258625555002135,"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."}}