{"id":"W1498937953","doi":"10.1002/gps.3778","title":"Risk factors for medication nonadherence in older adults with cognitive impairment who live alone","year":2012,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Baycrest Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Comorbidity; Depression (economics); Odds ratio; Odds; Dementia; Psychiatry; Logistic regression; Cognition; Internal medicine","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":[0.0004715201,0.0003496979,0.0004576048,0.0006409688,0.0004543984,0.0005065285,0.0002395605,0.000434446,0.001101419],"category_scores_gemma":[0.002641462,0.0002212315,0.000485466,0.0005926117,0.000176078,0.000345877,0.0003470241,0.000652016,0.0001933606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001443402,"about_ca_system_score_gemma":0.0002775725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005393388,"about_ca_topic_score_gemma":0.008516339,"domain_scores_codex":[0.9996554,0.0000833162,0.00004937904,0.00005026687,0.0001114703,0.00005028073],"domain_scores_gemma":[0.9986124,0.0002064105,0.000766566,0.00005410556,0.0001456003,0.0002149669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002559902,0.00003837891,0.9990037,0.000003868603,0.00002072315,0.00004023721,0.00003215712,0.000008030844,0.00003383776,0.000001789089,0.00002318772,0.0007684363],"study_design_scores_gemma":[0.000002793933,0.0001063314,0.9994364,0.000005418908,0.00001734016,0.0002127964,0.00008352769,0.00006490252,0.00001721183,0.000005447961,0.0000463094,0.000001433818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992011,0.000368118,0.00002978985,0.00004229943,0.000007183236,0.000006676365,0.00008561074,0.000002191509,0.0002570661],"genre_scores_gemma":[0.9995099,0.0001438383,0.00006684816,0.00003860928,0.00001483129,0.000005617175,0.0001159353,7.037279e-7,0.0001038295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005393388,"threshold_uncertainty_score":0.01072401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793213608520548,"score_gpt":0.3631822424255488,"score_spread":0.3352501063403432,"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."}}