{"id":"W3010712810","doi":"10.1186/s12877-020-1430-6","title":"Self-reported medication in community-dwelling older adults in Germany: results from the Berlin Initiative Study","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Polypharmacy; Medicine; Cohort; Medical prescription; Geriatrics; Demographics; Population; Cohort study; Gerontology; Demography; Internal medicine; Psychiatry; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417152,0.00015633,0.0003095854,0.00008149778,0.00009488339,0.00002320535,0.0002031155,0.00009680233,0.00003701986],"category_scores_gemma":[0.003027364,0.0001152656,0.00005131708,0.0007405034,0.00002525579,0.0001508791,0.0001131185,0.001102271,0.00003753508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007386212,"about_ca_system_score_gemma":0.0001506292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121753,"about_ca_topic_score_gemma":0.0006931824,"domain_scores_codex":[0.9973161,0.000976761,0.0008177579,0.0002665973,0.0004129786,0.000209757],"domain_scores_gemma":[0.9956337,0.003409902,0.0003544799,0.0003727491,0.00008112101,0.0001480087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002413983,0.002123379,0.8860928,0.0001234629,0.0001023562,0.0001024079,0.1077591,0.00007004422,0.00001554166,0.000008071201,0.0002607298,0.0009281845],"study_design_scores_gemma":[0.0126179,0.000305398,0.9448609,0.00009963486,0.0002820517,0.00000255909,0.01549788,0.02426499,0.00003455558,0.00003799746,0.001830977,0.0001651536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926655,0.0002866767,0.0001232565,0.004474395,0.0001755517,0.001498094,0.00002498435,0.00006448298,0.0006870931],"genre_scores_gemma":[0.9960402,0.0001845321,0.0007255557,0.002643944,0.0002036937,0.00003080575,0.0001472838,0.00001779095,0.000006209867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09226121,"threshold_uncertainty_score":0.478888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1732148557816376,"score_gpt":0.3857058034169246,"score_spread":0.212490947635287,"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."}}