{"id":"W6902360901","doi":"10.6084/m9.figshare.14908087.v1","title":"Additional file 2 of Prevalence of polypharmacy and associated adverse health outcomes in adult patients with chronic kidney disease: protocol for a systematic review and meta-analysis","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; University of Calgary; University of Alberta","funders":"","keywords":"Polypharmacy; Protocol (science); MEDLINE; Adverse effect; Kidney disease; Kidney transplant","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":[0.009086102,0.002532548,0.005781194,0.005856939,0.001078043,0.002253739,0.001885477,0.00200795,0.5933718],"category_scores_gemma":[0.05465308,0.001831668,0.008641494,0.007685655,0.000685013,0.002886253,0.001826369,0.001763959,0.0182501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002746846,"about_ca_system_score_gemma":0.006004959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006639584,"about_ca_topic_score_gemma":0.01520968,"domain_scores_codex":[0.9963871,0.001057162,0.001380816,0.0005129026,0.0004349915,0.0002270128],"domain_scores_gemma":[0.9699972,0.02142561,0.004157143,0.001161222,0.002827205,0.0004315709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006172413,0.0001505752,0.001394274,0.763892,0.004956108,0.0001398911,0.0002836912,0.0009524307,0.0005868323,0.002398512,0.2048904,0.01418296],"study_design_scores_gemma":[0.1528761,0.002547759,0.03067654,0.3022566,0.04386104,0.0007190728,0.0007374921,0.003446551,0.001771338,0.01741915,0.4429917,0.0006967169],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.001224357,0.002561538,0.001720372,0.000755576,0.0002438834,0.07916086,0.910901,0.0004345233,0.00299802],"genre_scores_gemma":[0.01180393,0.003460997,0.0168686,0.002053248,0.0002917528,0.8213012,0.1304295,0.0003721481,0.01341864],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.5933718,"threshold_uncertainty_score":0.5800058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219126919713978,"score_gpt":0.330941669502301,"score_spread":0.2987504003051613,"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."}}