{"id":"W2897669225","doi":"10.5455/annalsmedres.2018.08.160","title":"Renal replacement Therapy in Saskat chewan: A population based analysis","year":2018,"lang":"en","type":"article","venue":"Annals of Medical Research","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renal replacement therapy; Medicine; Internal medicine","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":[0.0007412749,0.0005077943,0.0003845204,0.00195606,0.00117367,0.001017872,0.001013807,0.0005056973,0.003262062],"category_scores_gemma":[0.001004243,0.0005322686,0.0008941904,0.005132183,0.0004855502,0.000602608,0.001268505,0.0008680861,0.0005918184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006233681,"about_ca_system_score_gemma":0.009010043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6579528,"about_ca_topic_score_gemma":0.7684811,"domain_scores_codex":[0.9991596,0.0001172198,0.0001486595,0.0001660211,0.0001971796,0.0002114664],"domain_scores_gemma":[0.9987183,0.0001479341,0.0004037251,0.00010847,0.0003713711,0.0002502513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004123657,0.00002616406,0.9971647,0.00005317769,0.0001521926,0.0001358382,0.0001890758,0.00006379455,0.0001861755,0.00003969148,0.0004975705,0.001450402],"study_design_scores_gemma":[0.00001466173,0.00003065713,0.9974775,0.00004522377,0.0000663006,0.0001601438,0.001192232,0.0002385821,0.0000494928,0.00002809982,0.0006859027,0.00001134122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911036,0.0006245308,0.0001677502,0.0002088053,0.00001715005,0.00007508467,0.006434087,0.00001109001,0.00135787],"genre_scores_gemma":[0.9945776,0.0008029213,0.000244986,0.0001987101,0.00001084999,0.00009532412,0.003393997,0.000005588497,0.0006699845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3420472,"threshold_uncertainty_score":0.6881231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1759335036375198,"score_gpt":0.4939320724619311,"score_spread":0.3179985688244114,"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."}}