{"id":"W6901918311","doi":"10.6084/m9.figshare.20342280.v1","title":"Additional file 9 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; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004501073,0.001386959,0.003095594,0.005130829,0.0006644685,0.001925441,0.001781638,0.00156598,0.8372612],"category_scores_gemma":[0.06613328,0.001021358,0.003821019,0.007701902,0.000356656,0.003221567,0.001511239,0.001076659,0.04227395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378455,"about_ca_system_score_gemma":0.002622148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005371709,"about_ca_topic_score_gemma":0.01136676,"domain_scores_codex":[0.9976466,0.0005395654,0.0008484338,0.0003609506,0.00039148,0.0002128866],"domain_scores_gemma":[0.9328941,0.0561938,0.005552346,0.001551091,0.003253669,0.0005549841],"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":[0.002592835,0.0001729038,0.005927179,0.3011232,0.00281614,0.0002380867,0.0002050923,0.001071378,0.0003883789,0.002712514,0.6618907,0.02086173],"study_design_scores_gemma":[0.06079707,0.001534305,0.08290265,0.1303696,0.01336531,0.001478915,0.0009676332,0.005036473,0.001479142,0.02871739,0.6727092,0.0006423245],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0004114058,0.0003813144,0.0003104753,0.0002511138,0.00004886445,0.000523434,0.9969938,0.0002159468,0.0008637782],"genre_scores_gemma":[0.04088866,0.003303034,0.0163065,0.003240773,0.0005495902,0.03437369,0.8685542,0.00125583,0.03152773],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8372612,"threshold_uncertainty_score":0.2321271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2644707326756203,"score_gpt":0.3827663434020552,"score_spread":0.1182956107264349,"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."}}