{"id":"W6907973331","doi":"10.25384/sage.c.6696529","title":"Variation in Kidney Transplant Referral Across Chronic Kidney Disease Programs in Ontario, Canada","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Kidney disease; Dialysis; Kidney transplantation; Cohort; Kidney transplant; Confidence interval","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":[0.001566833,0.0002269139,0.0003948846,0.001612009,0.002190159,0.001083776,0.001386543,0.0003402996,0.001256558],"category_scores_gemma":[0.006151056,0.0003081641,0.0006373923,0.00552455,0.0008620134,0.0003787099,0.001081646,0.0004245856,0.00009493726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03765145,"about_ca_system_score_gemma":0.04334539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923355,"about_ca_topic_score_gemma":0.9970595,"domain_scores_codex":[0.9972349,0.0003233963,0.0002562558,0.000523941,0.0009035099,0.0007580526],"domain_scores_gemma":[0.9927282,0.0008411569,0.002506662,0.0002383626,0.002365894,0.001319806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003928118,0.00001233341,0.9928844,0.00007300801,0.00007008929,0.00005734351,0.001125133,0.0002051483,0.0001151796,0.0001310622,0.001577528,0.00370952],"study_design_scores_gemma":[0.000005463926,0.000008713219,0.9981268,0.00004322789,0.00002439122,0.00002905105,0.0007152697,0.0002746083,0.00002928878,0.00002049749,0.0007157688,0.000006873635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850626,0.001291219,0.0005195572,0.001162054,0.00002144677,0.0001112065,0.008804082,0.00004420176,0.002983573],"genre_scores_gemma":[0.9972172,0.0004074883,0.0002744643,0.000130014,0.00000545015,0.00002807473,0.001475363,0.000007178689,0.0004547318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03765145,"threshold_uncertainty_score":0.2731817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0690467252639755,"score_gpt":0.3112975171953556,"score_spread":0.2422507919313802,"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."}}