{"id":"W3128093482","doi":"10.1186/s12877-021-02246-2","title":"An examination of three prescribing cascades in a cohort of older adults with dementia","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Dalhousie University; Nova Scotia Department of Health and Wellness; Department of Health, Western Cape Government; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Medicine; Dementia; Cohort; Proportional hazards model; Internal medicine; Medical prescription; Oxybutynin; Hazard ratio; Cohort study; Logistic regression; Disease; Overactive bladder; Confidence interval; Pharmacology; Alternative 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":[0.00128802,0.0004031088,0.0004383062,0.003314193,0.001443495,0.00167676,0.0006393507,0.0006329987,0.001716594],"category_scores_gemma":[0.006657812,0.0005127572,0.001080248,0.003012631,0.0005088695,0.001035646,0.001826345,0.0009125212,0.0002343869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438791,"about_ca_system_score_gemma":0.00294889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2180994,"about_ca_topic_score_gemma":0.2543733,"domain_scores_codex":[0.9987112,0.0001485653,0.0002213346,0.0003281669,0.0003090735,0.00028162],"domain_scores_gemma":[0.9920311,0.0006970516,0.004844842,0.0003963222,0.001145656,0.0008849484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003537417,0.000009831374,0.9993691,0.000005075005,0.00001795737,0.00005205426,0.0001594821,0.00001525699,0.00004815729,0.00001243243,0.00003506118,0.0002402117],"study_design_scores_gemma":[0.000002010546,0.00001889409,0.9993319,0.000007343323,0.000007856964,0.0001013774,0.0003326788,0.0001302375,0.00001227521,0.00001129814,0.00004147544,0.000002603098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987207,0.0001111215,0.00004641249,0.00007107876,0.000002391462,0.00003094806,0.0007450944,0.000002519339,0.0002697618],"genre_scores_gemma":[0.9983203,0.0001283018,0.0001699412,0.00003563251,0.000006574488,0.00002375126,0.001174088,0.000001988134,0.000139396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2180994,"threshold_uncertainty_score":0.4336597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06403822826236691,"score_gpt":0.3347859219432796,"score_spread":0.2707476936809127,"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."}}