{"id":"W2552028422","doi":"10.1123/jpah.2016-0404","title":"Results From Malaysia’s 2016 Report Card on Physical Activity for Children and Adolescents","year":2016,"lang":"en","type":"article","venue":"Journal of Physical Activity and Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Report card; Physical activity; Grading (engineering); Sedentary behavior; Medicine; Protocol (science); Physical therapy; Psychology; Environmental health; Engineering; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007325982,0.0008295928,0.0006555539,0.00463769,0.0007449697,0.00111279,0.0008437737,0.0005883003,0.01079251],"category_scores_gemma":[0.02457125,0.0004671793,0.001241185,0.004366451,0.0002841276,0.0007271331,0.001572086,0.000961342,0.004076818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002958192,"about_ca_system_score_gemma":0.005944742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06852765,"about_ca_topic_score_gemma":0.1220071,"domain_scores_codex":[0.9916286,0.001449791,0.003029873,0.0004231761,0.002797748,0.0006707813],"domain_scores_gemma":[0.9740417,0.002934359,0.005376227,0.001096762,0.01556015,0.0009906781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001151026,0.0005243701,0.5797912,0.00452106,0.000202355,0.0003520876,0.002669783,0.001082761,0.0008576986,0.00100262,0.2751891,0.1326559],"study_design_scores_gemma":[0.00009489965,0.0002292441,0.8890369,0.001501406,0.00007831115,0.000159905,0.002713486,0.0004062897,0.001139124,0.0001793039,0.1043925,0.00006870704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1641663,0.0009124242,0.001709846,0.001625806,0.0005375587,0.008136802,0.7829096,0.0004311052,0.03957063],"genre_scores_gemma":[0.3024518,0.003848719,0.02621736,0.001275846,0.0002491412,0.0395788,0.6006678,0.0001973522,0.02551309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06852765,"threshold_uncertainty_score":0.1362575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03112681009228269,"score_gpt":0.3370982088809298,"score_spread":0.3059713987886471,"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."}}