{"id":"W1981324339","doi":"10.15386/cjmed-276","title":"Description of a systematic pharmaceutical care approach intended to increase the appropriateness of medication use by elderly patients","year":2014,"lang":"en","type":"article","venue":"Medicine and Pharmacy Reports","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"Agence Universitaire de la Francophonie; McGill University Health Centre; McGill University","keywords":"Pharmaceutical care; Pharmacist; Medicine; Pharmacotherapy; Polypharmacy; Geriatrics; Health care; Medication therapy management; Family medicine; Clinical pharmacy; Geriatric care; Disease; Descriptive statistics; Pharmacy; Nursing; Intensive care medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00343203,0.000401495,0.0002744554,0.001338269,0.001118473,0.001115158,0.0008928741,0.0009761117,0.002609712],"category_scores_gemma":[0.005210636,0.0002017238,0.0008682255,0.000867744,0.0007697564,0.0006327779,0.001512363,0.0009337434,0.0007554477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609467,"about_ca_system_score_gemma":0.01329124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225357,"about_ca_topic_score_gemma":0.008162025,"domain_scores_codex":[0.9946088,0.003425802,0.0006727872,0.0002848328,0.0007287879,0.0002789579],"domain_scores_gemma":[0.9965101,0.0008959895,0.0006729243,0.0003456639,0.0008650421,0.0007102828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007179295,0.003647931,0.07162392,0.008507062,0.0001803993,0.007536393,0.02661489,0.003409835,0.01949378,0.01633018,0.03496317,0.8069745],"study_design_scores_gemma":[0.001147003,0.01158443,0.212991,0.01216392,0.0004961028,0.0297984,0.02816746,0.01195726,0.0129144,0.01430377,0.6640898,0.0003865421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.497712,0.015767,0.3049524,0.03443979,0.002129426,0.03342223,0.002287479,0.001940214,0.1073495],"genre_scores_gemma":[0.4523888,0.006426526,0.5147121,0.004824215,0.0005927608,0.00960982,0.0009200803,0.00006815211,0.01045763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00343203,"threshold_uncertainty_score":0.01815057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155949947793674,"score_gpt":0.3928341221008854,"score_spread":0.2368841743072114,"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."}}