{"id":"W4392840953","doi":"10.21101/cejph.a7645","title":"Normative-referenced values for health-related fitness among Czech youth: Physical fitness data from the study IPEN Adolescent Czech Republic","year":2023,"lang":"en","type":"article","venue":"Central European Journal of Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Public Health Agency of Canada","funders":"National Institutes of Health; Grantová Agentura České Republiky","keywords":"Cardiorespiratory fitness; Percentile; Normative; Anthropometry; Czech; Demography; Physical fitness; Multi-stage fitness test; Medicine; Gerontology; Psychology; Physical therapy; Statistics; Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009671201,0.0004663257,0.001410473,0.0002528083,0.0006120735,0.0003003739,0.00190804,0.00005879209,0.00004612589],"category_scores_gemma":[0.002064458,0.0003125204,0.0003235547,0.00111034,0.0002745445,0.001118142,0.0008289861,0.001601204,0.00006997224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005122159,"about_ca_system_score_gemma":0.001650081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003221009,"about_ca_topic_score_gemma":0.00007791471,"domain_scores_codex":[0.9896857,0.004717629,0.001863202,0.0007559691,0.001387273,0.001590203],"domain_scores_gemma":[0.9936395,0.0007319174,0.001757569,0.001499893,0.0006787292,0.001692382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009619497,0.06141259,0.533274,0.001405421,0.002787217,0.0005381593,0.09488655,0.0001522648,0.0001006221,0.0005631353,0.1464409,0.1574772],"study_design_scores_gemma":[0.0047737,0.002369463,0.9779373,0.0005157118,0.0001322532,0.00002121232,0.009280222,0.00283414,0.00001303715,0.0001693655,0.001685243,0.0002683421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653907,0.0001492112,0.0005789135,0.02998988,0.000961757,0.00194034,0.0006546375,0.0001857785,0.0001487879],"genre_scores_gemma":[0.9957387,0.0001291675,0.00008857033,0.001267348,0.001630511,0.000007057446,0.0009129103,0.0001117735,0.0001139098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4446633,"threshold_uncertainty_score":0.9999327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1876175358025543,"score_gpt":0.3712022108636754,"score_spread":0.1835846750611211,"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."}}