{"id":"W2344111754","doi":"10.1016/j.jval.2015.03.855","title":"Drug Use Among Seniors On Public Drug Programs In Canada, 2012","year":2015,"lang":"en","type":"article","venue":"Value in Health","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Drug; Medicine; Drug class; Medical prescription; Gerontology; Prescription drug; Antipsychotic drug; Family medicine; Antipsychotic; Psychiatry; Pharmacology","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":[0.0004824589,0.0003235901,0.0005651865,0.001792514,0.002948728,0.00164492,0.001287944,0.0009385796,0.00200202],"category_scores_gemma":[0.002180886,0.0004330715,0.0009439443,0.005942852,0.0005591694,0.0007669759,0.00098458,0.001774864,0.0003258776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03210813,"about_ca_system_score_gemma":0.04843671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946142,"about_ca_topic_score_gemma":0.9979443,"domain_scores_codex":[0.9988958,0.00004577204,0.0001055426,0.0001114295,0.0004303744,0.0004111834],"domain_scores_gemma":[0.9965357,0.00006745353,0.0006388971,0.00004179144,0.001475713,0.001240521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008346317,0.0001100613,0.9906254,0.00004848338,0.00005131993,0.00005056806,0.0004108911,0.00005560965,0.00004489392,0.000066841,0.003731937,0.004720511],"study_design_scores_gemma":[0.000008270138,0.00002250157,0.9973501,0.0000442508,0.00002628934,0.00003706999,0.001335073,0.0001090896,0.00002845471,0.00001419634,0.001016258,0.000008364202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669765,0.001909265,0.0001093823,0.001991332,0.00007834981,0.00009207736,0.02347555,0.00002981567,0.005337836],"genre_scores_gemma":[0.9896384,0.001176213,0.0001714597,0.0006444264,0.00003260917,0.00002864797,0.004985398,0.000008002111,0.003314788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03210813,"threshold_uncertainty_score":0.2329619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3223488158524604,"score_gpt":0.3952171402858316,"score_spread":0.07286832443337116,"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."}}