{"id":"W3011949202","doi":"10.1177/2054358120911274","title":"Prediction of Progression in Polycystic Kidney Disease Using the Kidney Failure Risk Equation and Ultrasound Parameters","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Seven Oaks General Hospital; Ottawa Hospital; University of Ottawa","funders":"Otsuka Pharmaceutical","keywords":"Medicine; Kidney disease; Internal medicine; Dialysis; Population; Nephrology; Kidney transplantation; Polycystic kidney disease; Autosomal dominant polycystic kidney disease; Cohort; Disease; Kidney","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003155767,0.0005106075,0.0005864294,0.000950816,0.0001565359,0.0008059995,0.0004273366,0.0004713803,0.0009779773],"category_scores_gemma":[0.009355749,0.0002129357,0.001024002,0.0004814367,0.0001670561,0.0004558077,0.0006263729,0.0008928218,0.0002070657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004246378,"about_ca_system_score_gemma":0.0007966791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00474441,"about_ca_topic_score_gemma":0.004062786,"domain_scores_codex":[0.9991708,0.0003897529,0.00007507997,0.0001232286,0.0001807622,0.00006035855],"domain_scores_gemma":[0.9954544,0.00255108,0.001067575,0.0002544361,0.0004493893,0.0002231523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000378362,0.0000944538,0.9821156,0.00002489911,0.0001975049,0.00004944333,0.0000347946,0.0088217,0.000181313,0.0001129853,0.0002151499,0.007773852],"study_design_scores_gemma":[0.00008595345,0.0005147684,0.7961596,0.00005288464,0.0002357649,0.0003762167,0.00006054315,0.2006917,0.0004486663,0.0008087592,0.0005341343,0.00003096004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903036,0.0003964146,0.007864516,0.0001512707,0.00001594948,0.00004977526,0.0006107267,0.00006789283,0.0005399082],"genre_scores_gemma":[0.9965435,0.00006859097,0.002824243,0.00001484438,0.000007915085,0.00001898312,0.0004113657,0.000004116042,0.0001064224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00474441,"threshold_uncertainty_score":0.01668948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238710381363354,"score_gpt":0.2571123973501086,"score_spread":0.2347252935364751,"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."}}