{"id":"W2028401320","doi":"10.1177/0898264303251893","title":"Predictors of Older Adults’ Capacity for Medication Management in a Self-Medication Program","year":2003,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Bivariate analysis; Regimen; Logistic regression; Medicine; Depression (economics); Physical therapy; Cohort; Multivariate analysis; Multivariate statistics; Psychology; Internal medicine; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345704,0.0000479966,0.0001893383,0.0001201086,0.00002750021,0.000003512529,0.00002516658,0.0000260268,0.000005565789],"category_scores_gemma":[0.00006552502,0.00003541691,0.00003406811,0.00007999299,0.00001954115,0.00007252648,0.000003753581,0.0001523152,1.380849e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006702629,"about_ca_system_score_gemma":0.00009618953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001660214,"about_ca_topic_score_gemma":0.000002762585,"domain_scores_codex":[0.9991294,0.00005178409,0.0004247955,0.00006714308,0.0002111247,0.0001158191],"domain_scores_gemma":[0.9992433,0.0000694733,0.0004159553,0.00005266225,0.00006662609,0.0001519857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002502255,0.001662861,0.8065232,0.004977483,0.0002169,0.000005221466,0.007064883,0.000003745203,0.00000712082,0.0008147541,0.001492498,0.1769811],"study_design_scores_gemma":[0.00989033,0.001961367,0.9116219,0.002033658,0.0002602924,0.00009808021,0.001279382,0.001751338,0.0001197506,0.0002319085,0.07066455,0.00008748625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836927,0.001503623,0.00153488,0.0116555,0.0002770561,0.0009578681,0.000001441243,0.0000124604,0.0003644463],"genre_scores_gemma":[0.9803439,0.002175563,0.01674932,0.0006453902,0.00005698133,0.000009784991,0.000002333997,0.000004413663,0.00001234968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1768936,"threshold_uncertainty_score":0.144426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09471415093899427,"score_gpt":0.4331956226634902,"score_spread":0.3384814717244959,"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."}}