{"id":"W2896360239","doi":"","title":"Optimizing medications in older adults with cognitive impairment: Considerations for primary care clinicians.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University; Centre for Family Medicine","funders":"","keywords":"Dementia; Medicine; Primary care; Cognition; Cognitive impairment; Accreditation; Adverse effect; MEDLINE; Memory clinic; Family medicine; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002444209,0.0004256396,0.0008117789,0.0006583943,0.001871536,0.002106709,0.0007642753,0.003756015,0.00434917],"category_scores_gemma":[0.01766171,0.0002218399,0.0004807314,0.0005158492,0.0004888636,0.002201488,0.001431089,0.003104947,0.001187655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029118,"about_ca_system_score_gemma":0.00509761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003045628,"about_ca_topic_score_gemma":0.01228298,"domain_scores_codex":[0.9983184,0.0005602205,0.0002571652,0.00009235436,0.0006221883,0.0001496858],"domain_scores_gemma":[0.9925683,0.002308883,0.001523743,0.0001537105,0.001536312,0.001909067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001971297,0.001378084,0.08586068,0.002384576,0.0001534607,0.005127085,0.002866585,0.0005908337,0.0007320693,0.001428463,0.3417535,0.5575274],"study_design_scores_gemma":[0.0009672756,0.002687974,0.3718191,0.02509427,0.0009019905,0.03350745,0.01763906,0.00296677,0.00128671,0.02773027,0.5150983,0.0003008568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05124357,0.09291282,0.003269199,0.8103393,0.002420861,0.000280397,0.0003552628,0.000376344,0.03880224],"genre_scores_gemma":[0.5849127,0.1306016,0.04680493,0.2144058,0.01438828,0.0007576189,0.0005784447,0.00008283029,0.007467795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00434917,"threshold_uncertainty_score":0.01454943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08630240441539642,"score_gpt":0.368520210482693,"score_spread":0.2822178060672966,"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."}}