{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05055492,0.002206268,0.01803359,0.01877717,0.001306538,0.007141477,0.0036137,0.003662803,0.00415027],"category_scores_gemma":[0.2379264,0.003041747,0.01524904,0.01464902,0.00263623,0.008194941,0.003077495,0.002925604,0.000408049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01067892,"about_ca_system_score_gemma":0.02078143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008764034,"about_ca_topic_score_gemma":0.02841729,"domain_scores_codex":[0.9158903,0.03548646,0.03017923,0.00407563,0.01329069,0.001077613],"domain_scores_gemma":[0.8024783,0.1534292,0.02723775,0.003490531,0.01210883,0.001255495],"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":[0.0003018678,0.00002555464,0.0006482967,0.9548786,0.01235979,0.00005734816,0.0003577895,0.00009412262,0.0001352781,0.0002409236,0.0005820326,0.03031839],"study_design_scores_gemma":[0.0006500714,0.0002579705,0.0030079,0.9186828,0.06985176,0.000136841,0.0004686888,0.0001100413,0.0002059835,0.0004299136,0.006152527,0.00004540562],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001932994,0.9938219,0.000447608,0.0005923061,0.0003014147,0.002198961,0.0003278356,0.00001922353,0.0003576845],"genre_scores_gemma":[0.04796236,0.9392908,0.004564476,0.001165271,0.000224569,0.006237909,0.0003876341,0.00002379601,0.0001432591],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05055492,"threshold_uncertainty_score":0.2673631,"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."}}