{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008169946,0.00009600947,0.0004058265,0.001207802,0.00005619626,0.00001989053,0.0002298241,0.0001198407,0.005423217],"category_scores_gemma":[0.001469703,0.00006677222,0.0002436634,0.002397897,0.0002236254,0.00003443036,0.0001003691,0.0002766774,0.00003974746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000396476,"about_ca_system_score_gemma":0.0002877857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001994474,"about_ca_topic_score_gemma":0.0006121334,"domain_scores_codex":[0.9944011,0.0004220904,0.0004741742,0.0003358607,0.003952822,0.0004139531],"domain_scores_gemma":[0.9983097,0.0002329451,0.00006529447,0.000471542,0.0005034304,0.0004170377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009761234,0.005432516,0.3537292,0.0003871663,0.003364391,0.0003216263,0.0008781534,0.0000664725,0.001095934,0.002124581,0.05977154,0.5630671],"study_design_scores_gemma":[0.003348103,0.002283389,0.9377989,0.0004700131,0.0001403822,5.786828e-7,0.0002145458,0.01956204,0.004011686,0.0004249033,0.0316087,0.0001367787],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629921,0.0003831663,0.0002693408,0.03037751,0.00003029894,0.0004042849,0.000003962448,0.00001321457,0.005526116],"genre_scores_gemma":[0.9967746,0.0005549326,0.0001011522,0.001693313,0.0002014651,0.00003528571,0.00008361474,0.000009350555,0.0005463277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5840696,"threshold_uncertainty_score":0.995486,"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."}}