{"id":"W2743124441","doi":"10.11124/jbisrir-2016-003115","title":"Frailty in nursing home residents: a scoping 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":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Delirium; Modalities; Nursing homes; Gerontology; Malnutrition; MEDLINE; Depression (economics); Gerontological nursing; Cognitive impairment; Geriatrics; Nursing; Cognition; Psychiatry","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":[0.07528521,0.004857334,0.01548036,0.019495,0.005137568,0.009334563,0.005244779,0.007690372,0.05943495],"category_scores_gemma":[0.07843407,0.006122212,0.01512062,0.01617937,0.005329318,0.008485933,0.007650373,0.007253157,0.01043177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01621441,"about_ca_system_score_gemma":0.08717914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006254164,"about_ca_topic_score_gemma":0.01693273,"domain_scores_codex":[0.965579,0.01073319,0.0154193,0.00239891,0.00442453,0.001445001],"domain_scores_gemma":[0.9554893,0.01536283,0.00804898,0.003369709,0.01560831,0.002120929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00254139,0.0003911498,0.001095421,0.9188627,0.001542922,0.0008054597,0.003739347,0.0008854878,0.001384136,0.004792331,0.02138869,0.04257102],"study_design_scores_gemma":[0.00956622,0.001420356,0.006592001,0.7938129,0.006959633,0.0009745138,0.00531896,0.0006700144,0.001691083,0.005807046,0.1668232,0.0003640082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004517371,0.003082332,0.0009548151,0.0003544351,0.000182658,0.991001,0.003257121,0.00005084725,0.0006651367],"genre_scores_gemma":[0.0004273326,0.002652391,0.003119298,0.0002113766,0.00002904368,0.9926127,0.0006117583,0.00000752748,0.0003286324],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07528521,"threshold_uncertainty_score":0.398151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2304019416047997,"score_gpt":0.547299104711478,"score_spread":0.3168971631066783,"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."}}