{"id":"W1902315105","doi":"10.1186/s13643-015-0110-7","title":"Interventions for preventing, delaying the onset, or decreasing the burden of frailty: an overview of systematic reviews","year":2015,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut National d'Excellence en Santé et en Services Sociaux; Ministry of Health; Jewish General Hospital; St. Clair College; McMaster University","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Medicine; Psychological intervention; Intensive care medicine; Systematic review; Gerontology; MEDLINE; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.04035133,0.003615275,0.01005052,0.03749565,0.001495805,0.005662499,0.003460956,0.003618127,0.004757042],"category_scores_gemma":[0.1435308,0.00282731,0.01227491,0.0286758,0.001569087,0.006639493,0.004141185,0.003491423,0.0007437309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01194179,"about_ca_system_score_gemma":0.03868053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01911386,"about_ca_topic_score_gemma":0.04718915,"domain_scores_codex":[0.9503905,0.02053774,0.01721629,0.002426145,0.008076468,0.001352916],"domain_scores_gemma":[0.8928521,0.07546195,0.01522713,0.001367583,0.01418408,0.0009071525],"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":[0.0001158765,0.00001641632,0.0004705721,0.9285069,0.003604578,0.00007004746,0.0004310566,0.0002234584,0.0001727021,0.001029896,0.00339788,0.06196062],"study_design_scores_gemma":[0.0000860044,0.00008335627,0.001225258,0.953898,0.01420495,0.0001527572,0.0002929156,0.0001380997,0.0001409596,0.0008929685,0.02885049,0.000034303],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002165441,0.99699,0.0004934426,0.0009183553,0.0002374767,0.0005676542,0.000243532,0.00001880537,0.0003143011],"genre_scores_gemma":[0.003345718,0.9912497,0.002870974,0.0006108265,0.0001375164,0.001510032,0.0001726461,0.00000920981,0.00009341422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04035133,"threshold_uncertainty_score":0.2134008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.536243126104507,"score_gpt":0.509928951615828,"score_spread":0.02631417448867901,"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."}}