{"id":"W3197447987","doi":"10.11124/jbies-21-00072","title":"Smart technology vs. face-to-face physical activity interventions in older adults: a systematic review protocol","year":2021,"lang":"en","type":"review","venue":"JBI Evidence Synthesis","topic":"Physical Activity and Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; University of Toronto; McMaster University","funders":"","keywords":"CINAHL; Psychological intervention; Medicine; Gerontology; MEDLINE; Systematic review; Wearable computer; Physical activity; Randomized controlled trial; Wearable technology; Physical medicine and rehabilitation; Physical therapy; Computer science; Nursing","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001149438,0.0007636925,0.009308445,0.0005873048,0.0000994336,0.00004354263,0.0006507803,0.0004923627,0.0001228526],"category_scores_gemma":[0.01336353,0.0005655789,0.002012072,0.002517301,0.0001231337,0.0003171177,0.0003995451,0.00154316,0.0007213178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008854702,"about_ca_system_score_gemma":0.0009132118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006195323,"about_ca_topic_score_gemma":0.00004408962,"domain_scores_codex":[0.9945672,0.001527447,0.001356486,0.001201996,0.0006659225,0.0006809767],"domain_scores_gemma":[0.9941009,0.002770108,0.0009346796,0.001676588,0.0001824363,0.0003352539],"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":[0.00002609186,0.002155539,0.000002364093,0.7802428,0.0001533288,0.00006173715,0.00005831815,3.983265e-8,0.000001005589,0.0000319406,0.000266782,0.2170001],"study_design_scores_gemma":[0.0001573904,0.0003085806,0.00002244063,0.9700257,0.003747486,0.0001005879,0.00005060933,0.00001435937,0.0000279568,0.00001062628,0.02509355,0.0004406673],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003158629,0.755304,0.0001382173,0.004104496,0.00004580075,0.2401381,0.00003415016,0.0001453885,0.00005833201],"genre_scores_gemma":[0.0002644764,0.5922015,0.000084371,0.0001379356,0.00007857032,0.4069325,0.000003680775,0.00005648525,0.0002404258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2165594,"threshold_uncertainty_score":0.9996796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06312140536203699,"score_gpt":0.4418500122115568,"score_spread":0.3787286068495199,"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."}}