{"id":"W6930529722","doi":"10.5281/zenodo.1432783","title":"Global Renal Dialysis Equipment Market Share will Increase US$22.5 Billion By 2022","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialysis; Hemodialysis; Peritoneal dialysis; Renal replacement therapy; Market share; Product (mathematics); Artificial kidney; Nephrology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007235507,0.0008449181,0.0004139174,0.00140249,0.000538142,0.003852136,0.0006784093,0.00176282,0.1580129],"category_scores_gemma":[0.002161487,0.0002535658,0.001147967,0.00187958,0.0003269615,0.002908482,0.001370534,0.001461298,0.1709672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089998,"about_ca_system_score_gemma":0.002234342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00587992,"about_ca_topic_score_gemma":0.004065785,"domain_scores_codex":[0.9991791,0.00003953139,0.00003664681,0.0001185213,0.0005064962,0.0001197174],"domain_scores_gemma":[0.9989466,0.00008662674,0.0001178427,0.00003166111,0.0005460458,0.0002711782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008887904,0.00003163762,0.001251574,0.0002298206,0.00001369644,0.00006195746,0.00002713363,0.0001655514,0.001382017,0.003801861,0.9326854,0.06026053],"study_design_scores_gemma":[0.00001697416,0.00003409132,0.003440515,0.00008384277,0.00001138658,0.00009151692,0.0000619234,0.0003321677,0.0006237533,0.0004826683,0.9948093,0.00001184106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01715397,0.01400978,0.005876556,0.0337979,0.0167823,0.0003140596,0.184866,0.01046574,0.7167337],"genre_scores_gemma":[0.06629135,0.02223397,0.006364157,0.01577817,0.005150073,0.0004056045,0.1534652,0.001591001,0.7287204],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1580129,"threshold_uncertainty_score":0.5286057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069508245879205,"score_gpt":0.2525293305754236,"score_spread":0.2318342481166316,"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."}}