{"id":"W3123346053","doi":"10.1186/s12966-021-01080-4","title":"How effective are physical activity interventions when they are scaled-up: a systematic review","year":2021,"lang":"en","type":"review","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Physical Activity and Health","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Cancer Council NSW","keywords":"Psychological intervention; Scale (ratio); Intervention (counseling); Medicine; Randomized controlled trial; Physical therapy; Population; Psychology; Environmental health; Nursing; Geography","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":[0.0003563567,0.0006588021,0.006169292,0.0002934993,0.0001285671,0.000227544,0.0003754927,0.0002534457,0.00001362055],"category_scores_gemma":[0.0003168505,0.0004859393,0.00385338,0.00025407,0.0001698212,0.0008703748,0.0002083066,0.002093329,0.00001158203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006569024,"about_ca_system_score_gemma":0.0002209123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003377713,"about_ca_topic_score_gemma":0.00001494583,"domain_scores_codex":[0.996102,0.001134097,0.0006204296,0.0005532975,0.001263717,0.0003265014],"domain_scores_gemma":[0.9944513,0.0007226925,0.00285287,0.0003645083,0.00114907,0.0004595231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002007924,0.03170886,0.000009193729,0.6520695,0.001227902,0.0003796139,0.0001611089,3.788938e-8,0.000078376,0.0001143944,0.0005636281,0.3134866],"study_design_scores_gemma":[0.001769145,0.00108504,0.0002593144,0.9723293,0.01170029,0.001228514,0.000104926,0.00002061293,0.0001173957,0.000437408,0.01041903,0.0005289983],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06345035,0.9277173,0.0002203081,0.003435921,0.0007530728,0.003673534,0.000676637,0.00005251907,0.00002040047],"genre_scores_gemma":[0.2378644,0.7599152,0.00003019783,0.00007846457,0.001539908,0.0003223252,0.00006129109,0.00005170357,0.0001364319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3202598,"threshold_uncertainty_score":0.9997592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445806114870385,"score_gpt":0.4630798369356579,"score_spread":0.3184992254486194,"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."}}