{"id":"W2794149313","doi":"10.1186/s12889-018-5207-1","title":"Adiposity and the isotemporal substitution of physical activity, sedentary time and sleep among school-aged children: a compositional data analysis approach","year":2018,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"National Heart Foundation of Australia; Ministerio de Economía y Competitividad; Australian Government; Coca-Cola Foundation","keywords":"Substitution (logic); Medicine; Obesity; Physical activity; Endocrinology; Computer science; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001631729,0.0001136901,0.0002938939,0.00008168037,0.000397005,0.0001371703,0.0006676296,0.00004592795,0.000008748041],"category_scores_gemma":[0.00009064479,0.00008257011,0.00004902033,0.0005780557,0.0006277835,0.0006555059,0.0008060792,0.0001713333,0.00000206193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002694484,"about_ca_system_score_gemma":0.0002052081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001106,"about_ca_topic_score_gemma":0.00008019953,"domain_scores_codex":[0.998441,0.0004114189,0.0001709312,0.0004817983,0.0002549288,0.0002399692],"domain_scores_gemma":[0.9986937,0.0001202631,0.0001926791,0.0007247804,0.00007238591,0.0001961922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009458167,0.0008022974,0.9823797,0.0001436003,0.0007166287,0.000001043385,0.001320289,0.0001792495,0.0002543572,0.009711683,0.0009106419,0.003485966],"study_design_scores_gemma":[0.0003980516,0.00003168119,0.6321018,0.000003741587,0.00003040894,0.00001147364,0.000005494658,0.3671227,0.00002121359,0.0001943365,0.0000206536,0.00005843863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8447981,0.00006921332,0.150747,0.003604847,0.00001550533,0.0002724156,0.00003815131,0.00003814302,0.00041665],"genre_scores_gemma":[0.9936458,0.000002877908,0.005813707,0.0001702635,0.0001131572,0.000005681702,0.0002243807,0.000001285698,0.00002287063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3669435,"threshold_uncertainty_score":0.3367111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406787060116798,"score_gpt":0.2709716495893441,"score_spread":0.2369037789881761,"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."}}