{"id":"W4319295534","doi":"10.1016/j.kint.2022.12.002","title":"In memoriam: Rashad Sami Barsoum","year":2023,"lang":"en","type":"article","venue":"Kidney International","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gairdner Foundation; University of Toronto","funders":"","keywords":"Nomination; Nephrology; Outreach; Medicine; Sister; Internal medicine; Political science; Law; History; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.003200277,0.001697416,0.001899459,0.0009393458,0.003456487,0.005916751,0.001981458,0.006526706,0.02826322],"category_scores_gemma":[0.02650944,0.0004525863,0.001270227,0.000418951,0.001800584,0.00430995,0.002808901,0.02010258,0.02480618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002784063,"about_ca_system_score_gemma":0.004296395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003413647,"about_ca_topic_score_gemma":0.004364537,"domain_scores_codex":[0.9977115,0.0004442821,0.0002094128,0.0004407814,0.0009291054,0.000264814],"domain_scores_gemma":[0.9902603,0.001807242,0.0005724521,0.0002588008,0.00528001,0.001821172],"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":[0.00001186243,0.000005702518,0.00004728444,0.00002900408,0.000003279753,0.0001159699,0.00005798457,0.000008651718,0.00002297628,0.0002296554,0.9959811,0.003486666],"study_design_scores_gemma":[0.00001526954,0.00002137037,0.0002454432,0.0001948951,0.00001024499,0.0007270965,0.000362,0.00005527,0.00009557881,0.0006282134,0.9976268,0.00001777798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0003314173,0.007739579,0.0002850328,0.4535588,0.5325488,0.00004902766,0.0002651138,0.0001636854,0.005058617],"genre_scores_gemma":[0.00755348,0.01007088,0.0005860789,0.5074977,0.3972408,0.000200121,0.0003297955,0.0001853142,0.07633571],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02826322,"threshold_uncertainty_score":0.09454983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041900995981913,"score_gpt":0.2770187747071477,"score_spread":0.2365997647473286,"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."}}