{"id":"W4224319835","doi":"10.1093/ageing/afac090","title":"New horizons in evidence-based care for older people: individual participant data meta-analysis","year":2022,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McMaster University; Impact","funders":"National Institute on Aging; Health Research Council of New Zealand; National Health and Medical Research Council; Canadian Institutes of Health Research; Alzheimer Society; Royal Society Te Apārangi; National Institute for Health and Care Research; NIHR Newcastle Biomedical Research Centre; Ministry of Health; Lottery Health Research; National Institute on Handicapped Research","keywords":"Psychological intervention; Medicine; Meta-analysis; Population ageing; Intervention (counseling); Harm; Health care; Clinical trial; Population; Grey literature; Randomized controlled trial; Gerontology; Applied psychology; MEDLINE; Psychology; Nursing; Social psychology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007338598,0.0004355159,0.004005721,0.0005195779,0.0001337289,0.000102397,0.0005634783,0.0001706838,0.001051831],"category_scores_gemma":[0.0009482973,0.000325919,0.001270911,0.001264536,0.00002594818,0.0001858488,0.0004783622,0.0005336335,0.000004506294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005460204,"about_ca_system_score_gemma":0.0006513545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259689,"about_ca_topic_score_gemma":0.00424546,"domain_scores_codex":[0.9970681,0.0002608132,0.000782604,0.0009547923,0.0004877177,0.0004459952],"domain_scores_gemma":[0.996281,0.001778202,0.0002889746,0.00140542,0.00003069772,0.0002156897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007997675,0.00003689946,0.00001958179,0.01520781,0.05565263,0.003068958,0.001622597,0.000007911261,8.323342e-8,0.00000500751,0.002404436,0.9219661],"study_design_scores_gemma":[0.000366537,0.00007542867,0.0001969102,0.001871293,0.4841143,0.000007748388,0.0002641074,0.00002675644,1.312824e-7,0.000002273146,0.5128641,0.0002104995],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001649017,0.9965814,0.0004086916,0.0004255331,0.00008247217,0.001732553,0.0006898557,0.00003619638,0.00002682911],"genre_scores_gemma":[0.0008707379,0.9895197,0.001805931,0.0002702591,0.0001908502,0.0005816052,0.006078017,0.00006201517,0.0006208503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9217556,"threshold_uncertainty_score":0.9999193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4889331194693458,"score_gpt":0.4381592864821969,"score_spread":0.05077383298714883,"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."}}