{"id":"W2900519100","doi":"10.3390/geriatrics3040079","title":"Successful Aging and Frailty: A Systematic Review","year":2018,"lang":"en","type":"review","venue":"Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Ministerio de Economía y Competitividad","keywords":"Operationalization; Medicine; Gerontology; Frailty Index; Systematic review; Relevance (law); MEDLINE; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008958525,0.0006136032,0.005205628,0.0003091076,0.00008030401,0.00007170553,0.0003172967,0.0003885576,0.0001288332],"category_scores_gemma":[0.00191777,0.0004385579,0.0005559819,0.0008971166,0.00008457987,0.00007758954,0.0002190067,0.0005148098,0.0006259599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762574,"about_ca_system_score_gemma":0.000379841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001303615,"about_ca_topic_score_gemma":0.000002785481,"domain_scores_codex":[0.9967216,0.0002619138,0.00143033,0.0006489625,0.0005107952,0.0004264247],"domain_scores_gemma":[0.997035,0.0004050286,0.0008695723,0.001208381,0.0002077824,0.0002742364],"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":[6.263072e-7,0.00001713261,0.000001857041,0.9406254,0.0001992089,0.00006967428,0.00002542003,7.619685e-10,1.061465e-8,0.00001036217,0.01213242,0.04691786],"study_design_scores_gemma":[0.0001211891,0.00004221295,2.739672e-7,0.516816,0.009478768,0.0007574107,0.000003960167,8.266638e-7,3.97925e-8,0.000006069882,0.4725539,0.0002193244],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.022468e-7,0.9934295,0.00004508541,0.0002284591,0.0005166895,0.004745231,0.00004352586,0.0001451885,0.000845744],"genre_scores_gemma":[2.671807e-7,0.9946711,0.0006385529,0.0006244905,0.0007610369,0.0003092906,0.000133533,0.0001185595,0.002743182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4604215,"threshold_uncertainty_score":0.9998066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05040341670660985,"score_gpt":0.3506748130191208,"score_spread":0.3002713963125109,"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."}}