{"id":"W1776071502","doi":"10.12927/hcq.2015.24250","title":"Drug Use among Seniors on Public Drug Programs in Canada, 2012","year":2015,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Drug; Drug class; Medicine; Medical prescription; Family medicine; Public health; Drug Utilization Review; Prescription drug; Long-term care; Gerontology; Medical emergency; Pharmacology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003690362,0.0002417642,0.0003097949,0.002101316,0.002342562,0.001089163,0.0005202678,0.0002985499,0.002175039],"category_scores_gemma":[0.001795918,0.0002368393,0.0004960213,0.005083969,0.0003911382,0.0004611003,0.000705221,0.0008169093,0.0002519659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02276966,"about_ca_system_score_gemma":0.03232538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920372,"about_ca_topic_score_gemma":0.9962895,"domain_scores_codex":[0.9990875,0.0000219787,0.00007692941,0.00006521018,0.0005105358,0.0002377985],"domain_scores_gemma":[0.9982053,0.00003878026,0.0003696035,0.00001909714,0.000761572,0.000605645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008129505,0.00009417827,0.9610478,0.0001517163,0.00005495104,0.0001440696,0.0007883593,0.00008524924,0.0001477952,0.0001648769,0.01173403,0.02550567],"study_design_scores_gemma":[0.000007093775,0.00002237965,0.9948292,0.00008204574,0.00002109212,0.0001007922,0.0009277294,0.0001224702,0.00005557615,0.00001722447,0.00380494,0.000009440033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496737,0.003743144,0.0001184569,0.002183423,0.00008722692,0.0001084797,0.0311094,0.00005394665,0.01292234],"genre_scores_gemma":[0.9852712,0.003479353,0.0002880723,0.0008464638,0.0000406315,0.00002766445,0.006732537,0.000008650286,0.003305398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02276966,"threshold_uncertainty_score":0.1652062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1837549008902059,"score_gpt":0.3770269979028343,"score_spread":0.1932720970126284,"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."}}