{"id":"W2023359471","doi":"10.1016/j.semnephrol.2010.06.002","title":"Diagnosis of Autosomal-Dominant Polycystic Kidney Disease: An Integrated Approach","year":2010,"lang":"en","type":"review","venue":"Seminars in Nephrology","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"PKD1; Autosomal dominant polycystic kidney disease; Medicine; Disease; Genetic testing; Polycystic kidney disease; Kidney disease; Family history; Pathology; Internal medicine; Bioinformatics; Biology","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":[0.0009918668,0.001711318,0.003236655,0.003648709,0.000241984,0.001014958,0.002087142,0.001879467,0.001271257],"category_scores_gemma":[0.001406281,0.000386966,0.0008102081,0.001700262,0.0007746055,0.001744475,0.0008218419,0.002543762,0.001168255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007515717,"about_ca_system_score_gemma":0.0009340246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143813,"about_ca_topic_score_gemma":0.001363296,"domain_scores_codex":[0.999486,0.0001059813,0.0000687114,0.00009368057,0.0002047638,0.00004078921],"domain_scores_gemma":[0.9992328,0.0003987534,0.00005685772,0.00002691666,0.0002096365,0.00007507811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001217463,0.00009916066,0.002031439,0.006152292,0.0001962116,0.008787884,0.00004522043,0.0005733407,0.00253445,0.002327463,0.03204937,0.9450814],"study_design_scores_gemma":[0.0001480902,0.0002440679,0.01127028,0.009166637,0.001013118,0.1707307,0.0003829831,0.001288618,0.002858537,0.01308805,0.78966,0.0001489207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003272445,0.9948146,0.002197705,0.0009228474,0.000393838,0.000008567625,0.00002558079,0.00003671341,0.001273011],"genre_scores_gemma":[0.004417019,0.9901041,0.002618919,0.0008654027,0.001247984,0.00001045612,0.00009840341,0.000006213578,0.0006313442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003648709,"threshold_uncertainty_score":0.00545305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356840603054664,"score_gpt":0.2840560190155114,"score_spread":0.2704876129849647,"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."}}