{"id":"W2079037158","doi":"10.2217/ahe.11.64","title":"Multimorbidity, Care Complexity and Prescribing for the Elderly","year":2011,"lang":"en","type":"article","venue":"Aging Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; AGE-WELL","keywords":"Medicine; Concomitant; Adverse effect; Medication Reconciliation; Multiple Chronic Conditions; Multimorbidity; Polypharmacy; Medical emergency; Intensive care medicine; Family medicine; Pharmacist; Chronic disease; Pharmacy; Pharmacology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009875105,0.00007843445,0.0002880808,0.0006850904,0.001179198,0.00134168,0.0002752371,0.000534741,0.004171193],"category_scores_gemma":[0.01254731,0.0001397821,0.0003126343,0.000791645,0.0003542988,0.0008730058,0.0009086615,0.0007519489,0.0002257224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421007,"about_ca_system_score_gemma":0.002849598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01270048,"about_ca_topic_score_gemma":0.03308337,"domain_scores_codex":[0.9987269,0.0004324903,0.0001588456,0.00007502071,0.0004492012,0.0001575381],"domain_scores_gemma":[0.9952212,0.001179603,0.001771326,0.0001115165,0.0003328603,0.001383529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007237252,0.000242155,0.9209577,0.0001454176,0.0001218916,0.0006154734,0.00194604,0.0002423509,0.0001526859,0.001978637,0.005293236,0.06823201],"study_design_scores_gemma":[0.00002453633,0.00008632384,0.9829138,0.0002217306,0.0000477219,0.002256579,0.001998835,0.0007609074,0.00004904246,0.004644906,0.006974755,0.00002084561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934332,0.007846144,0.000640013,0.03028113,0.0001413655,0.00008635406,0.0003783796,0.00002241064,0.02627234],"genre_scores_gemma":[0.9933627,0.002808316,0.00114464,0.001401702,0.0002580262,0.00002754362,0.0001109891,0.000006149646,0.0008799634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01270048,"threshold_uncertainty_score":0.02525306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2715535067356883,"score_gpt":0.3958140400953374,"score_spread":0.124260533359649,"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."}}