{"id":"W2087103083","doi":"10.4061/2011/569194","title":"The Effectiveness of Exercise Interventions for the Management of Frailty: A Systematic Review","year":2011,"lang":"en","type":"review","venue":"Journal of Aging Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":649,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Psychological intervention; Physical therapy; Gerontology; Randomized controlled trial; Systematic review; MEDLINE; Intervention (counseling); Population; Physical medicine and rehabilitation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00808394,0.001714464,0.009312845,0.007695232,0.0006390175,0.002077597,0.001551275,0.001792593,0.003862343],"category_scores_gemma":[0.03721099,0.001006871,0.007383778,0.006741199,0.0007262249,0.001690058,0.001117317,0.001158857,0.0002792988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003462907,"about_ca_system_score_gemma":0.007734019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006425895,"about_ca_topic_score_gemma":0.0209468,"domain_scores_codex":[0.9940572,0.002572377,0.001697834,0.0003561952,0.001137136,0.000179259],"domain_scores_gemma":[0.9805529,0.01484085,0.002753462,0.0001997049,0.001391298,0.0002617227],"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":[0.0004375256,0.00003088145,0.0004939393,0.9356518,0.01215979,0.00008193558,0.0001137264,0.0001294248,0.0001508796,0.0001306492,0.0009310828,0.0496884],"study_design_scores_gemma":[0.001186417,0.0007301376,0.005273624,0.8353489,0.1418909,0.0004064827,0.0002786411,0.0002083541,0.0004218018,0.0002857613,0.01392692,0.00004200149],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001438085,0.997476,0.0001363765,0.0001423823,0.00008915745,0.0003440881,0.0001362517,0.000007971731,0.0002296483],"genre_scores_gemma":[0.02054976,0.9774691,0.0008332211,0.0002687477,0.00005786216,0.0005730611,0.0001265672,0.000004219278,0.0001173737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009312845,"threshold_uncertainty_score":0.04275244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2817671084901536,"score_gpt":0.5188893871638841,"score_spread":0.2371222786737305,"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."}}