{"id":"W6958416455","doi":"10.6084/m9.figshare.20342259","title":"Additional file 2 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":"Baseline (sea); MEDLINE; Population; Data collection; Data file","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":[0.003944359,0.001539054,0.003241343,0.005581992,0.0006673259,0.001765873,0.001656938,0.001448348,0.8023781],"category_scores_gemma":[0.05253628,0.0009294779,0.003907462,0.007830994,0.000377993,0.00306671,0.00138537,0.001120225,0.03364531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409325,"about_ca_system_score_gemma":0.002803665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004827632,"about_ca_topic_score_gemma":0.0107627,"domain_scores_codex":[0.9981802,0.0003988161,0.0006258462,0.0003154591,0.0002958522,0.0001838524],"domain_scores_gemma":[0.9494063,0.0417572,0.004859927,0.001005802,0.002542151,0.0004285853],"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":[0.002859684,0.0001823607,0.006136591,0.4196539,0.003354106,0.0002335701,0.0002319185,0.001470357,0.0004495832,0.002820272,0.5439432,0.01866445],"study_design_scores_gemma":[0.05605741,0.001643389,0.07487904,0.1641512,0.01885572,0.00166481,0.00106062,0.006339052,0.001566951,0.02842365,0.6447447,0.0006135295],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0005539521,0.0006150557,0.000372383,0.0002446287,0.00005316428,0.0007196506,0.9964123,0.0001693731,0.0008594486],"genre_scores_gemma":[0.04590118,0.00426882,0.01732396,0.003264025,0.0005915889,0.04852432,0.8472279,0.00101695,0.03188117],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8023781,"threshold_uncertainty_score":0.2818837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2613103362635589,"score_gpt":0.3825770663753711,"score_spread":0.1212667301118122,"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."}}