{"id":"W4224279213","doi":"10.21203/rs.3.rs-1537178/v1","title":"Atypical Polycystic Kidney Disease by Imaging","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; University of Toronto; University Health Network","funders":"Kidney Foundation of Canada; Canadian Institutes of Health Research; Canadian Society of Nephrology","keywords":"PKD1; Autosomal dominant polycystic kidney disease; Kidney disease; Medicine; Polycystic kidney disease; Internal medicine; Renal function; Kidney; Magnetic resonance imaging; Multicystic dysplastic kidney; Genetic testing; Pathology; Radiology","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":[0.0004848886,0.0002305793,0.0002520836,0.000869865,0.0003216864,0.000621011,0.0002535786,0.0002424715,0.00169417],"category_scores_gemma":[0.002282412,0.0001165402,0.0002322371,0.0008689426,0.0004258395,0.0003279827,0.0004243402,0.0002534085,0.0001360818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003456705,"about_ca_system_score_gemma":0.0004099067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006905133,"about_ca_topic_score_gemma":0.01074491,"domain_scores_codex":[0.9994049,0.0001413549,0.00007826916,0.0001113896,0.0001829317,0.00008114772],"domain_scores_gemma":[0.9980919,0.0002729277,0.0009567919,0.0001412359,0.0002562418,0.0002809479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.00003522442,0.000004838901,0.9986963,0.000008596807,0.00002220877,0.0001131984,0.00002223353,0.00002102171,0.0002167666,0.00001375454,0.0000686581,0.0007772347],"study_design_scores_gemma":[0.000004766481,0.00002543524,0.9977198,0.000007845913,0.00001560084,0.001744069,0.00006748868,0.0001558977,0.0001224051,0.00002790745,0.0001064676,0.000002379928],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986938,0.0002835343,0.0001449359,0.00003268539,0.000003616502,0.00001007709,0.0002920129,0.000003625079,0.0005358594],"genre_scores_gemma":[0.9996113,0.00004714719,0.0001054474,0.00001169756,0.000005621255,0.000002997365,0.0001751913,5.771369e-7,0.00003998164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006905133,"threshold_uncertainty_score":0.01372987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047807694351409,"score_gpt":0.3543708236448395,"score_spread":0.3338927467013253,"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."}}