{"id":"W2011756909","doi":"10.1038/ki.2009.526","title":"Nephrology consults increase","year":2010,"lang":"en","type":"letter","venue":"Kidney International","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nephrology; Medicine; Renal function; Internal medicine; Population; Family medicine","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":[0.004170928,0.0004911132,0.001077449,0.001746078,0.005247369,0.005369547,0.001580066,0.06601406,0.0534639],"category_scores_gemma":[0.02872056,0.0005453969,0.001737779,0.001011792,0.001846489,0.003426149,0.00223353,0.02662895,0.01211682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006891795,"about_ca_system_score_gemma":0.009230875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01687868,"about_ca_topic_score_gemma":0.05665691,"domain_scores_codex":[0.9938339,0.0008575582,0.0006064437,0.0005575054,0.002772529,0.001372076],"domain_scores_gemma":[0.9694261,0.008537412,0.002383116,0.0005505155,0.004679172,0.01442356],"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":[0.00003173111,0.00003569636,0.00120905,0.0000374387,0.000007885298,0.0007533169,0.00006668494,0.00003487139,0.0001303042,0.003032301,0.9873273,0.007333383],"study_design_scores_gemma":[0.00007572441,0.00004724278,0.007601115,0.0002446242,0.00002678136,0.002290907,0.0003027126,0.0004431544,0.0001355851,0.002349158,0.9864486,0.00003440222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001151989,0.001032528,0.000119186,0.9631971,0.01406193,0.00001072628,0.0001206341,0.0001177833,0.02018802],"genre_scores_gemma":[0.01033328,0.001297039,0.0002554653,0.91886,0.03539716,0.00001934554,0.0001045976,0.00005010411,0.0336831],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06601406,"threshold_uncertainty_score":0.1788546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137108722314128,"score_gpt":0.2404345336873811,"score_spread":0.2267236614559683,"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."}}