{"id":"W6977433126","doi":"10.6084/m9.figshare.20342253.v1","title":"Additional file 11 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; Funnel plot; Population; Sample (material); MEDLINE","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":[0.005513966,0.001590956,0.003464534,0.005639876,0.0007031055,0.002218677,0.001954511,0.001676763,0.8378126],"category_scores_gemma":[0.075944,0.001104441,0.004401249,0.008777271,0.000392272,0.003325515,0.001641334,0.001214452,0.03822914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710867,"about_ca_system_score_gemma":0.003113555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005069802,"about_ca_topic_score_gemma":0.01172857,"domain_scores_codex":[0.9974247,0.0006015096,0.0009380017,0.000387833,0.000432024,0.0002159998],"domain_scores_gemma":[0.9220113,0.06415367,0.007749861,0.001535111,0.004016388,0.0005337384],"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":[0.002646673,0.0001624099,0.005105005,0.4000484,0.002909128,0.0002470304,0.0002307229,0.001101899,0.0004035463,0.002771345,0.565403,0.01897079],"study_design_scores_gemma":[0.06021661,0.001620749,0.0713011,0.1796252,0.01570392,0.001675255,0.001143608,0.005601508,0.001642982,0.02947704,0.6312363,0.0007557095],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004662002,0.0004918262,0.0003970765,0.0003008904,0.00005620298,0.0008093163,0.9963828,0.0002517961,0.0008438434],"genre_scores_gemma":[0.0437669,0.004099376,0.02290283,0.003982274,0.0006235203,0.06167148,0.827401,0.001503535,0.03404915],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8378126,"threshold_uncertainty_score":0.2313406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2698971219312665,"score_gpt":0.3846972274099618,"score_spread":0.1148001054786953,"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."}}