{"id":"W2730253178","doi":"10.1093/geroni/igx004.5131","title":"TRANS-DISCIPLINARY RESEARCH IN FRAILTY TO ACHIEVE HEALTHY AGEING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Excellence; Gerontology; Psychological intervention; Health care; Medicine; Population ageing; Public health; Test (biology); Discipline; Population; Quality of life (healthcare); Nursing; Public relations; Political science; Environmental health","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":[0.06846899,0.0007401542,0.001654169,0.003106661,0.00323409,0.009865914,0.002165693,0.003579386,0.007070427],"category_scores_gemma":[0.06657037,0.0004264473,0.001749776,0.00396327,0.01546679,0.00958874,0.010487,0.00789495,0.001495303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00692497,"about_ca_system_score_gemma":0.02680956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0051474,"about_ca_topic_score_gemma":0.007840469,"domain_scores_codex":[0.9595732,0.03195476,0.001385944,0.002258082,0.003405534,0.001422559],"domain_scores_gemma":[0.8481082,0.1124745,0.005861471,0.01236257,0.01174076,0.009452563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002022026,0.0009373495,0.01289475,0.01008343,0.0005169708,0.0004073968,0.05951559,0.001472725,0.001570811,0.4904338,0.04652931,0.3754357],"study_design_scores_gemma":[0.0001184907,0.001180089,0.01527393,0.01700099,0.0003727642,0.0008596932,0.04290715,0.001376498,0.001814827,0.6014005,0.3175748,0.00012035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05025424,0.2664326,0.07945857,0.4630345,0.01147589,0.0009219473,0.0004345777,0.0002708866,0.1277169],"genre_scores_gemma":[0.5314121,0.2639319,0.08958318,0.08993145,0.004660558,0.002189431,0.0003683956,0.0002334469,0.01768966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06846899,"threshold_uncertainty_score":0.3621029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3142503944556519,"score_gpt":0.53076524456514,"score_spread":0.216514850109488,"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."}}