{"id":"W3135483421","doi":"10.1007/978-3-030-56890-0_11","title":"Nephrology in Canada","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Ontario Stroke Network; London Health Sciences Centre","funders":"","keywords":"Medicine; Transplantation; Dialysis; Population; Peritoneal dialysis; Capitation; Government (linguistics); Health care; Family medicine; Payment; Business; Finance; Economic growth; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005453795,0.0004231657,0.0003735933,0.001570731,0.008547587,0.004573897,0.000747698,0.002204555,0.08675878],"category_scores_gemma":[0.001128674,0.0003996552,0.0003028143,0.003377389,0.001128266,0.0008986142,0.00154214,0.002475247,0.01093096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0413896,"about_ca_system_score_gemma":0.1263531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9697977,"about_ca_topic_score_gemma":0.9945581,"domain_scores_codex":[0.9993222,0.00003593479,0.00001605911,0.00005720646,0.0003328269,0.0002357229],"domain_scores_gemma":[0.999022,0.00005105084,0.00001879231,0.00001488844,0.0004190432,0.0004740929],"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":[0.000006434122,0.00001276739,0.0005651249,0.00006165143,0.000002187595,0.0001632464,0.0002849271,0.0001286791,0.00006705014,0.02405283,0.9377513,0.03690385],"study_design_scores_gemma":[0.000001940406,0.00000160091,0.001030675,0.00005841649,0.000001307289,0.00004789754,0.0001912585,0.00004057865,0.00001411075,0.0006922165,0.9979166,0.000003313707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002606063,0.03790082,0.0003105885,0.05005058,0.006695291,0.0000578365,0.0009193624,0.0001463187,0.9013131],"genre_scores_gemma":[0.007577031,0.01338816,0.0002780843,0.005077222,0.0003515009,0.00001319393,0.0001619749,0.00004222968,0.9731107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08675878,"threshold_uncertainty_score":0.300304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143134612292045,"score_gpt":0.210731911174273,"score_spread":0.1993005650513525,"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."}}