{"id":"W2599816916","doi":"10.1186/s13643-017-0460-4","title":"An evaluation of the comparative effectiveness of geriatrician-led comprehensive geriatric assessment for improving patient and healthcare system outcomes for older adults: a protocol for a systematic review and network meta-analysis","year":2017,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Saskatchewan; Sunnybrook Health Science Centre; Health Sciences Centre; St. Michael's Hospital; Research Institute for Aging; University of Calgary; Impact; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Protocol (science); Meta-analysis; Geriatrics; Health care; Systematic review; Gerontology; MEDLINE; Alternative medicine; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1106826,0.006819077,0.02572584,0.01308433,0.003304685,0.008653491,0.006005479,0.007639596,0.02988224],"category_scores_gemma":[0.1489919,0.004165586,0.04616033,0.01180341,0.004046117,0.006799715,0.005143589,0.006562561,0.003289799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01959968,"about_ca_system_score_gemma":0.03477393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007449208,"about_ca_topic_score_gemma":0.01394771,"domain_scores_codex":[0.9234178,0.03711272,0.02596557,0.004935444,0.006946605,0.001621882],"domain_scores_gemma":[0.9463833,0.02818624,0.01176174,0.00424395,0.00821568,0.001209069],"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":[0.007612315,0.0001815545,0.0009413536,0.9210342,0.0388932,0.0003370824,0.0008162481,0.001485253,0.0007153758,0.002962557,0.007452539,0.01756847],"study_design_scores_gemma":[0.05958465,0.002893936,0.006791178,0.5838447,0.2447891,0.0005217343,0.001170916,0.004631377,0.002327738,0.01178227,0.08115289,0.0005095864],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001253016,0.01572105,0.005876033,0.0006380858,0.0005537582,0.9702467,0.004678808,0.000238465,0.0007940716],"genre_scores_gemma":[0.00154119,0.002665501,0.006673418,0.0002266713,0.00002484121,0.9881744,0.0004471805,0.00001608692,0.0002306305],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1106826,"threshold_uncertainty_score":0.5853526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2399221926423423,"score_gpt":0.5044658588318316,"score_spread":0.2645436661894893,"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."}}