{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001306242,0.0001371704,0.0003157956,0.0001598432,0.00003083954,0.00002608982,0.00008894853,0.00003728538,0.00003034985],"category_scores_gemma":[0.0004910251,0.0001125893,0.00002963747,0.0003992873,0.00003139325,0.0003606603,0.00003188732,0.0006094808,0.00002063867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449431,"about_ca_system_score_gemma":0.002450664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767737,"about_ca_topic_score_gemma":0.8913754,"domain_scores_codex":[0.9977657,0.0004350183,0.0004658255,0.000242028,0.0005178084,0.0005736832],"domain_scores_gemma":[0.9983357,0.0003937936,0.000141918,0.0002426131,0.00004540122,0.0008406122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001100325,0.0002626122,0.9861768,0.0001324216,0.000006712943,0.00006897077,0.0009867644,0.0003268269,2.318111e-7,0.0001710057,0.006939053,0.004818575],"study_design_scores_gemma":[0.004964722,0.0003646481,0.7244462,0.0006733626,0.00001660482,0.00001818951,0.002350252,0.0270982,0.00001516548,0.0001564123,0.2395659,0.0003303014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742096,0.0003722653,0.000001224918,0.023189,0.000565496,0.0008905012,0.000006477944,0.00002691284,0.0007384885],"genre_scores_gemma":[0.9943357,0.00008314677,0.0001523803,0.004510934,0.00007235727,0.00002348496,0.00002366562,0.00001946741,0.0007788731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2617306,"threshold_uncertainty_score":0.4591257,"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."}}