{"id":"W2502258235","doi":"10.15586/codon.pkd.2015.ch4","title":"Diagnosis and Treatment Modalities of Symptomatic Polycystic Kidney Disease","year":2015,"lang":"en","type":"book-chapter","venue":"Codon Publications eBooks","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Polycystic kidney disease; Nephrectomy; Tolvaptan; Autosomal dominant polycystic kidney disease; Disease; Surgery; Transplantation; Kidney; Radiology; Cyst; Vasopressin; Internal medicine","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":[0.000168386,0.0005014137,0.0004770092,0.001262037,0.0002522969,0.0006592759,0.0004703092,0.0006561042,0.009741088],"category_scores_gemma":[0.0005696937,0.0001272416,0.000330155,0.0005865915,0.00034735,0.0009244133,0.0004550607,0.001251011,0.004184363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000396118,"about_ca_system_score_gemma":0.0003898584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004651377,"about_ca_topic_score_gemma":0.001034812,"domain_scores_codex":[0.9998993,0.00001548934,0.00001188623,0.00001699131,0.00004636249,0.000009911394],"domain_scores_gemma":[0.9999013,0.00005108286,0.000007953662,0.000004149564,0.00002237341,0.00001303611],"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":[0.00004671178,0.00008132072,0.0005753508,0.001487639,0.00002243089,0.001389854,0.0002307899,0.0003725613,0.00239604,0.01138626,0.1146028,0.8674083],"study_design_scores_gemma":[0.000008800705,0.00004271901,0.001657468,0.001341061,0.00002036531,0.01399293,0.00009051,0.0002355952,0.001273687,0.009846193,0.9714689,0.00002166697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004344986,0.8348603,0.01222094,0.006761346,0.00517091,0.0000726568,0.0003595087,0.0003222031,0.1358871],"genre_scores_gemma":[0.03273604,0.7639742,0.02697388,0.00661283,0.00625912,0.0001281284,0.0008473968,0.0001794313,0.1622889],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009741088,"threshold_uncertainty_score":0.03258723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492458877638104,"score_gpt":0.2602552109831565,"score_spread":0.2253306222067755,"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."}}