{"id":"W2895082240","doi":"10.1177/2054358118799693","title":"Predicting 3-Year Survival in Patients Receiving Maintenance Dialysis: An External Validation of iChoose Kidney in Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University Health Network; University of Toronto; McMaster University; Institute for Clinical Evaluative Sciences; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Dialysis; Kidney disease; Kidney transplantation; Confidence interval; Internal medicine; Logistic regression; Intensive care medicine; Transplantation; Nephrology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006687249,0.0006835583,0.0006043962,0.0009747893,0.002503048,0.00111807,0.002407485,0.0005103523,0.001509647],"category_scores_gemma":[0.02141757,0.0003709453,0.001062607,0.0027559,0.0009794725,0.0004405884,0.001442305,0.0006797966,0.0003843998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03143229,"about_ca_system_score_gemma":0.05121981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870956,"about_ca_topic_score_gemma":0.9889558,"domain_scores_codex":[0.9968349,0.0006762173,0.0002574314,0.0005178341,0.001192442,0.0005211515],"domain_scores_gemma":[0.9732371,0.003600309,0.00259428,0.002358238,0.01681839,0.001391564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002770707,0.0001152825,0.9871002,0.00006599497,0.0001229371,0.00009933468,0.0009731388,0.001285566,0.0001677158,0.0002120136,0.003098263,0.006482336],"study_design_scores_gemma":[0.0001068259,0.00007973718,0.9888859,0.00007849154,0.00008249269,0.00007099815,0.000708153,0.005975207,0.0002038783,0.00007278129,0.003708651,0.00002700574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838638,0.0002402675,0.001457285,0.0003842201,0.00002005217,0.0005153686,0.01059446,0.00005151216,0.002873003],"genre_scores_gemma":[0.9844421,0.0002031515,0.002636012,0.000233122,0.00001403154,0.0002864432,0.01111542,0.00002995731,0.001039709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03143229,"threshold_uncertainty_score":0.2280583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412367616361781,"score_gpt":0.2586476820411893,"score_spread":0.2445240058775715,"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."}}