{"id":"W2728546279","doi":"10.1093/geroni/igx004.2701","title":"FRAILTY AND HOSPITAL USE IN AGED ADULTS: A COMPARATIVE ANALYSIS OF FRANCE AND QUéBEC","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Montréal","funders":"","keywords":"Incentive; Medicine; Hospital care; Population; Demography; Gerontology; Health care; Environmental health; Political science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001294174,0.0004203392,0.0006268531,0.002387526,0.001262867,0.001384396,0.000870625,0.0007735828,0.002955988],"category_scores_gemma":[0.002997387,0.0002118151,0.00103114,0.004120741,0.0005681455,0.0005624192,0.0007963375,0.0005900416,0.0002285158],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01098794,"about_ca_system_score_gemma":0.004267541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9466189,"about_ca_topic_score_gemma":0.9602764,"domain_scores_codex":[0.9990541,0.0002514922,0.00007868632,0.000168784,0.0001876917,0.0002591131],"domain_scores_gemma":[0.9978216,0.0004031426,0.0005588997,0.0001051396,0.000660638,0.0004505716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001591411,0.0000582572,0.9947476,0.00002906687,0.0003206882,0.0001221343,0.0003716983,0.0002382664,0.000106917,0.0001314084,0.0005858756,0.003128916],"study_design_scores_gemma":[0.000008567448,0.00004152336,0.9986191,0.00002269313,0.00003817527,0.00005447357,0.0004722534,0.0002917083,0.00001532324,0.00001216086,0.0004164664,0.000007633778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948362,0.001331523,0.0001352341,0.0002273362,0.0000118198,0.00001653824,0.002513234,0.000008439348,0.0009196391],"genre_scores_gemma":[0.997498,0.0003573792,0.00008707801,0.00008856907,0.000008128573,0.00001427103,0.001537372,0.000004020372,0.0004052927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9890121,"threshold_uncertainty_score":0.107391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07083383124027538,"score_gpt":0.4198518307534485,"score_spread":0.3490179995131731,"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."}}