{"id":"W2761070441","doi":"10.11124/jbisrir-2017-003363","title":"Diagnostic test accuracy of self-reported frailty screening instruments in identifying community-dwelling older people at risk of frailty and pre-frailty: a systematic review protocol","year":2017,"lang":"en","type":"review","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research; University of Adelaide; Australian Government","keywords":"Gerontology; Frailty Index; Medicine; Test (biology); Protocol (science); Older people; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01964436,0.0009627733,0.01129888,0.0004111156,0.0004086788,0.00008437895,0.0006176646,0.0001966164,0.00009443987],"category_scores_gemma":[0.04753929,0.0005869187,0.0007320503,0.0005855348,0.0001928932,0.0005421878,0.0008917723,0.000773691,0.000003879964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854471,"about_ca_system_score_gemma":0.0003437535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081424,"about_ca_topic_score_gemma":0.0006990891,"domain_scores_codex":[0.9785174,0.004765863,0.01426106,0.000721677,0.001294833,0.0004391672],"domain_scores_gemma":[0.949292,0.009327669,0.03604426,0.004647421,0.0004810351,0.0002076212],"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":[0.000006839384,0.0002302199,0.004274881,0.9809031,0.001096887,0.00004058526,0.001497574,1.160361e-7,0.000006507448,0.000002288743,0.0001816461,0.01175933],"study_design_scores_gemma":[0.001136001,0.0001715999,0.001215828,0.9679054,0.02193353,0.002173606,0.0005290743,0.00002575371,0.00002194284,0.000008585026,0.004474016,0.0004046874],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001151447,0.6687509,0.000135268,0.00001681894,0.00006636744,0.3294479,0.0003880794,0.00002200392,0.00002122821],"genre_scores_gemma":[0.0008002754,0.8724248,0.001108708,0.00002852417,0.00002397355,0.1244897,0.0009801211,0.0000826319,0.0000612561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2049582,"threshold_uncertainty_score":0.9996582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1761758494507376,"score_gpt":0.4677251582685489,"score_spread":0.2915493088178113,"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."}}