{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005174335,0.001353443,0.004460761,0.009562312,0.000707225,0.002089801,0.001330298,0.001717466,0.004464848],"category_scores_gemma":[0.02576053,0.0007368024,0.003806297,0.009802002,0.000605027,0.002326465,0.001424872,0.001081643,0.0003517535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002784069,"about_ca_system_score_gemma":0.011006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007976584,"about_ca_topic_score_gemma":0.02737483,"domain_scores_codex":[0.9969568,0.0009566357,0.001079748,0.0002242417,0.0006520504,0.0001306351],"domain_scores_gemma":[0.9835495,0.01227031,0.002373785,0.0002094594,0.001361102,0.0002358258],"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":[0.00009960567,0.00001666174,0.000837243,0.9331059,0.00372863,0.00018078,0.0002590349,0.00007776622,0.0001161401,0.0002941446,0.002838361,0.05844583],"study_design_scores_gemma":[0.0001037306,0.0001418319,0.006173475,0.9248582,0.03276748,0.0008154394,0.0003932165,0.00007386709,0.000124456,0.0004506721,0.03406,0.00003767947],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004449846,0.9988909,0.00006633499,0.0001847622,0.00006515546,0.00009705246,0.0001009172,0.000003245341,0.0001466547],"genre_scores_gemma":[0.005736529,0.9932908,0.0002785213,0.0002827698,0.00005441122,0.0001768481,0.00009390377,0.00000169081,0.00008450586],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009562312,"threshold_uncertainty_score":0.02736485,"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."}}