{"id":"W3185850127","doi":"10.1139/apnm-2021-0101","title":"Where next for the design, delivery, and evaluation of community-based physical activity prescription? Emerging lessons from the United Kingdom","year":2021,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Physical Activity and Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; Centre for the Development and Evaluation of Complex Interventions for Public Health Improvement; Medical Research Council; Health and Care Research Wales; United Kingdom Clinical Research Collaboration; Wellcome Trust; British Heart Foundation; Cancer Research UK","keywords":"CLARITY; Novelty; Medical prescription; Project commissioning; Physical activity; Public relations; Political science; Engineering ethics; Medicine; Psychology; Publishing; Engineering; Nursing; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1712235,0.0007651986,0.002316891,0.002088705,0.005195615,0.02297454,0.003083049,0.01319879,0.005791693],"category_scores_gemma":[0.3106107,0.0008109547,0.001532918,0.002102202,0.01742873,0.01279012,0.01039715,0.01376615,0.001237293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03628306,"about_ca_system_score_gemma":0.08086747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1364618,"about_ca_topic_score_gemma":0.1479115,"domain_scores_codex":[0.7438868,0.2058093,0.01907147,0.006330591,0.01721171,0.007690106],"domain_scores_gemma":[0.5156127,0.3711212,0.01548037,0.01290554,0.07077705,0.01410316],"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":[0.00190593,0.0002885416,0.007645966,0.0289748,0.0004020869,0.001987617,0.06490587,0.002232224,0.00186456,0.2429081,0.2837208,0.3631634],"study_design_scores_gemma":[0.000528401,0.0009235378,0.009524534,0.0768621,0.0005099149,0.0007263549,0.0592911,0.001057795,0.001899275,0.06865478,0.7795132,0.000509068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003729596,0.06551076,0.002772237,0.9132138,0.007759145,0.000116503,0.00008157261,0.0000430314,0.006773396],"genre_scores_gemma":[0.3958195,0.1100031,0.02582741,0.4535687,0.006612926,0.001210889,0.0001747517,0.0003719682,0.006410828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1712235,"threshold_uncertainty_score":0.9055272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1950647419271145,"score_gpt":0.38625475603608,"score_spread":0.1911900141089655,"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."}}