{"id":"W2137616666","doi":"10.1179/174329111x576698","title":"Preventive medication use among persons with limited life expectancy","year":2011,"lang":"en","type":"article","venue":"Progress in Palliative Care","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Medicine; Polypharmacy; CINAHL; Life expectancy; MEDLINE; Palliative care; Population; Intensive care medicine; Disease; Health care; Beers Criteria; Deprescribing; Family medicine; Psychiatry; Psychological intervention; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002885099,0.0003053338,0.001971575,0.004630834,0.0003111879,0.001754163,0.0005764167,0.0009876569,0.002365567],"category_scores_gemma":[0.01799558,0.0002470872,0.001826205,0.005178951,0.0002834125,0.001562404,0.0004960343,0.0006628623,0.0002136389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466415,"about_ca_system_score_gemma":0.003928156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005139411,"about_ca_topic_score_gemma":0.01222913,"domain_scores_codex":[0.9972895,0.0008034975,0.001009145,0.0001751112,0.0006085082,0.0001142946],"domain_scores_gemma":[0.9871455,0.009078044,0.002534803,0.00009154895,0.001046,0.0001040773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002482452,0.000068673,0.01337003,0.4055862,0.001555228,0.0005027809,0.001251525,0.0001782515,0.0003362587,0.001676059,0.008613105,0.5666137],"study_design_scores_gemma":[0.0001151783,0.0003529465,0.07032077,0.7850303,0.006723173,0.003322734,0.002252327,0.000223863,0.0003388322,0.001658536,0.1295963,0.0000650131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001827773,0.9966635,0.00005411426,0.0004876714,0.00007727875,0.00002409978,0.000120676,0.000002358619,0.0007425325],"genre_scores_gemma":[0.01468987,0.9841343,0.0003665733,0.0004579478,0.00007620479,0.00005704265,0.0001168977,0.000001062358,0.0001000582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005139411,"threshold_uncertainty_score":0.01525807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1881953167151059,"score_gpt":0.4026746063003072,"score_spread":0.2144792895852013,"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."}}