{"id":"W2999183227","doi":"10.1007/s40471-020-00226-5","title":"Frailty and Unintended Risks of Medications","year":2020,"lang":"en","type":"article","venue":"Current Epidemiology Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Calgary","funders":"","keywords":"Polypharmacy; Medicine; Narrative review; Pharmacotherapy; Gerontology; Casual; Affect (linguistics); Older people; Adverse effect; MEDLINE; Intensive care medicine; Psychiatry; Psychology; Pharmacology","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":[0.001536369,0.0002853778,0.000496104,0.001470916,0.0003550358,0.00146613,0.0003223292,0.0007038778,0.00267317],"category_scores_gemma":[0.01487104,0.0001938565,0.001144704,0.00164197,0.0003055889,0.0009661977,0.0007197963,0.001302072,0.0001471116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004520518,"about_ca_system_score_gemma":0.0008272779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008600503,"about_ca_topic_score_gemma":0.01123095,"domain_scores_codex":[0.998971,0.0002224424,0.0002318554,0.000126472,0.0002935864,0.000154749],"domain_scores_gemma":[0.9894918,0.00314048,0.005308086,0.0005333508,0.0008055923,0.0007206381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003204506,0.0001154105,0.9618261,0.0002979,0.0007076943,0.0001599352,0.0001365347,0.000112561,0.0001130202,0.0006321361,0.0009527028,0.0346255],"study_design_scores_gemma":[0.00001220611,0.0001201419,0.9957972,0.0003240551,0.0003555928,0.0003244176,0.00009861075,0.0001346189,0.0000645621,0.000513934,0.002244152,0.0000105264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8284701,0.1434475,0.0008218954,0.005041485,0.0005234074,0.00003145063,0.002436536,0.00002132314,0.01920631],"genre_scores_gemma":[0.9655248,0.03033571,0.0004320777,0.0008207843,0.0007191224,0.00001710559,0.0009124819,0.000004365717,0.001233475],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008600503,"threshold_uncertainty_score":0.01710087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.335290912389975,"score_gpt":0.4604729489812183,"score_spread":0.1251820365912432,"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."}}