{"id":"W6902040028","doi":"10.6084/m9.figshare.20342277","title":"Additional file 8 of Prevalence and factors associated with polypharmacy: a systematic review and Meta-analysis","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Queen's University","funders":"","keywords":"Polypharmacy; Population; MEDLINE; Epidemiology; Sample (material)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00388043,0.001337553,0.002901553,0.004478046,0.0005872921,0.001585907,0.001678489,0.001458619,0.8200477],"category_scores_gemma":[0.050234,0.000882696,0.003992341,0.006598008,0.000325309,0.002827353,0.00133344,0.001030614,0.03698346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219388,"about_ca_system_score_gemma":0.00239928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00549309,"about_ca_topic_score_gemma":0.01269691,"domain_scores_codex":[0.9982157,0.0004095561,0.0005911859,0.0002859178,0.0003106345,0.000187089],"domain_scores_gemma":[0.9556836,0.03630567,0.004036362,0.00106247,0.00250775,0.0004039828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002649147,0.0001757798,0.006704929,0.3362357,0.003152609,0.0002320328,0.0002158789,0.001192281,0.0003807414,0.002355454,0.6266363,0.02006914],"study_design_scores_gemma":[0.05414801,0.001549566,0.09101622,0.1359247,0.01584084,0.001446196,0.001033909,0.005373181,0.001419878,0.02367676,0.6679503,0.0006203565],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0005405235,0.0005241782,0.0003296726,0.0002956023,0.00005885887,0.0005991135,0.996525,0.0002041617,0.0009228002],"genre_scores_gemma":[0.0502448,0.00396507,0.01638627,0.003428025,0.0006278682,0.03806653,0.8494248,0.001077913,0.03677865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8200477,"threshold_uncertainty_score":0.25668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2646088009019724,"score_gpt":0.3828055362055036,"score_spread":0.1181967353035313,"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."}}