{"id":"W1720420601","doi":"","title":"Adapting Canadian Health Care to an Aging Population","year":2011,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopsychosocial model; Polypharmacy; Baby boomers; Health care; Gerontology; Population; Medicine; Population ageing; Geriatrics; Nursing; Psychiatry; Political science; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004951769,0.000691216,0.0004698885,0.002841833,0.01804084,0.00638116,0.003894292,0.004622452,0.02011701],"category_scores_gemma":[0.01372684,0.0004467048,0.001112048,0.004458119,0.003212161,0.002233391,0.007143462,0.00484839,0.001486029],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.175364,"about_ca_system_score_gemma":0.4145236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953172,"about_ca_topic_score_gemma":0.998264,"domain_scores_codex":[0.9916611,0.0007304274,0.0002461759,0.0004360519,0.003810417,0.003115825],"domain_scores_gemma":[0.9869076,0.0003925128,0.0002892842,0.0002484978,0.005545074,0.006616921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005980239,0.0001095145,0.01766876,0.0005271555,0.00007212115,0.001225777,0.004822315,0.0007295651,0.0004110239,0.03400086,0.7766941,0.163679],"study_design_scores_gemma":[0.00005324595,0.00004474383,0.03510005,0.0008110038,0.00004466896,0.0003016816,0.005736256,0.0005406974,0.0001177024,0.003346093,0.9537972,0.0001067108],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03270107,0.03031915,0.002717516,0.6451433,0.01194226,0.0005559576,0.003409297,0.0004576297,0.2727537],"genre_scores_gemma":[0.4391141,0.08123259,0.02231573,0.3065273,0.004720081,0.0006599365,0.005556788,0.0004969258,0.1393765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.824636,"threshold_uncertainty_score":0.9564608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07329327143220507,"score_gpt":0.3648448546733711,"score_spread":0.291551583241166,"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."}}