{"id":"W2037344878","doi":"10.1038/sj.ki.5002443","title":"Mortality of Canadians treated by peritoneal dialysis in remote locations","year":2007,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Institute of Health Economics; University of Calgary; University of Alberta","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002248196,0.00007140226,0.0001527308,0.0002613761,0.00001630195,0.000008620633,0.00008930958,0.00003589029,0.0004963649],"category_scores_gemma":[0.0001621247,0.00006477313,0.00009741764,0.0002332943,0.00004620619,0.00003505971,0.0000175572,0.00005620604,0.00001274943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712468,"about_ca_system_score_gemma":0.0001106968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02739636,"about_ca_topic_score_gemma":0.005928642,"domain_scores_codex":[0.9991087,0.00001428441,0.0003031254,0.0001484157,0.0002993767,0.0001261058],"domain_scores_gemma":[0.9994507,0.00001785358,0.0000647496,0.0001472144,0.0000776404,0.0002417996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002928846,0.001764099,0.8236996,0.0001080367,0.002364153,0.0002513255,0.001005246,0.00007326576,0.01874798,0.003748868,0.1228002,0.02514438],"study_design_scores_gemma":[0.001574094,0.00004505724,0.93512,0.0001097556,0.0003537161,0.000003474751,0.0002032285,0.003068737,0.003749098,0.0001368931,0.05549067,0.0001452893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8905681,0.00004787866,0.001620873,0.006876877,0.0002312706,0.0002060613,0.0002714406,0.00002007077,0.1001575],"genre_scores_gemma":[0.9950473,0.00002105064,0.0002392398,0.0008696857,0.00008143326,0.000002998512,0.0008213781,0.000006837124,0.00291005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1114204,"threshold_uncertainty_score":0.9790803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181676257141579,"score_gpt":0.2927831594387896,"score_spread":0.2809663968673738,"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."}}