{"id":"W4289979372","doi":"10.47363/amr/2021(8)209","title":"Characteristics of End-Stage Kidney Disease in a Cohort of Indigenous and Non-Indigenous Adults in Northwestern Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Applied Medical Research","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Lakehead University; University of Ottawa","funders":"Northern Ontario Academic Medicine Association; Pfizer","keywords":"Indigenous; Kidney disease; Medicine; Population; Dialysis; Disease; Cohort; Internal medicine; Environmental health; Biology","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":[0.0002563868,0.0002353947,0.0003255581,0.0006429995,0.001888979,0.0007100912,0.0005770689,0.000348772,0.001069748],"category_scores_gemma":[0.0006731636,0.0002232635,0.0002896214,0.001446676,0.0005423467,0.0002868169,0.0006003066,0.0004455594,0.0001851207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006463291,"about_ca_system_score_gemma":0.006453271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9520693,"about_ca_topic_score_gemma":0.9574978,"domain_scores_codex":[0.9996282,0.00002176402,0.00002400553,0.00007410088,0.0001018218,0.0001501624],"domain_scores_gemma":[0.9992873,0.00003114528,0.0001528946,0.00002790242,0.0002214659,0.0002794382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000570966,0.00002530584,0.9983804,0.000008115252,0.00001433279,0.00007299723,0.0005193437,0.00001781112,0.0001786383,0.00001287557,0.0001547664,0.0005582821],"study_design_scores_gemma":[0.000003203801,0.00002627524,0.9988926,0.000004571498,0.000005638945,0.00004594968,0.000821777,0.00003967685,0.00001305564,0.000004690552,0.0001402677,0.000002262119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985958,0.00008344072,0.00002168249,0.00004614331,0.00000215454,0.00002053973,0.0008003665,0.000001507386,0.0004283369],"genre_scores_gemma":[0.9987347,0.00008383553,0.00004189513,0.00004804019,0.000002707264,0.00001331807,0.0006838996,0.000001068212,0.0003905813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04793066,"threshold_uncertainty_score":0.09642583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006131219029531295,"score_gpt":0.2541778928583198,"score_spread":0.2480466738287885,"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."}}