{"id":"W2954285177","doi":"10.1123/jpah.2019-0139","title":"GRADE-ADOLOPMENT Process to Develop 24-Hour Movement Behavior Recommendations and Physical Activity Guidelines for the Under 5s in the United Kingdom, 2019","year":2019,"lang":"en","type":"article","venue":"Journal of Physical Activity and Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre for the Development and Evaluation of Complex Interventions for Public Health Improvement; Medical Research Council; Wellcome Trust; British Heart Foundation; Cancer Research UK; United Kingdom Clinical Research Collaboration; Economic and Social Research Council; World Health Organization","keywords":"Physical activity; Grading (engineering); Medicine; Sedentary behavior; Physical therapy; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066234,0.0002503584,0.0006941914,0.00014402,0.0003404027,0.00005369911,0.0001847799,0.00005591941,0.000003623271],"category_scores_gemma":[0.0001591727,0.0001408575,0.0001282551,0.0005006302,0.00007894155,0.0003261545,0.0001363654,0.0007605598,0.000002705489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199429,"about_ca_system_score_gemma":0.0003820643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005204952,"about_ca_topic_score_gemma":0.0001290412,"domain_scores_codex":[0.9982488,0.0002025683,0.0003062721,0.00029538,0.0005648286,0.0003821186],"domain_scores_gemma":[0.9976671,0.0009645677,0.0003974974,0.0002249504,0.0004975569,0.0002483359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004963261,0.2526534,0.1966052,0.003701809,0.00146527,0.00003679296,0.03895015,0.001857987,0.04539106,0.02714801,0.02586674,0.4013603],"study_design_scores_gemma":[0.002198734,0.002614684,0.9840671,0.000305588,0.0001613045,0.00002223176,0.0009759156,0.003005703,0.002196328,0.002692128,0.001544655,0.000215601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8778612,0.00001691593,0.0004119817,0.1201247,0.000126917,0.001420589,0.00002015693,0.000009746373,0.000007738029],"genre_scores_gemma":[0.9952542,0.0000557855,0.0002974914,0.003692719,0.0005647016,0.00006882208,0.000004870129,0.00002139562,0.00004004654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7874619,"threshold_uncertainty_score":0.5744003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2029888451846627,"score_gpt":0.4576320831246523,"score_spread":0.2546432379399896,"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."}}