{"id":"W2159165288","doi":"10.1517/17530059.2.7.763","title":"Diagnosis of autosomal dominant polycystic kidney disease","year":2008,"lang":"en","type":"article","venue":"Expert Opinion on Medical Diagnostics","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University; University Health Network","funders":"","keywords":"Autosomal dominant polycystic kidney disease; PKD1; Medicine; Disease; Polycystic kidney disease; Differential diagnosis; Cystic kidney disease; Pathology; Radiology; Bioinformatics; Intensive care medicine; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001006556,0.0002487898,0.0002642183,0.0000624163,0.0001194258,0.000006438824,0.0003523952,0.0002122845,0.0004236516],"category_scores_gemma":[0.01102194,0.0002138282,0.0001850993,0.000105335,0.0004054097,0.000002983125,0.0001522774,0.0001172271,0.00005152595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001353851,"about_ca_system_score_gemma":0.0007578488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002147848,"about_ca_topic_score_gemma":6.448881e-7,"domain_scores_codex":[0.9979863,0.0001052451,0.0003991457,0.0004329464,0.0007252562,0.0003510899],"domain_scores_gemma":[0.9974937,0.0002265684,0.0001001461,0.0004993302,0.00008687157,0.001593393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001054386,0.00278259,0.05363911,0.0001053008,0.0001296077,0.0002889391,0.000205281,0.00003516335,0.005517017,0.0003631461,0.9305568,0.005322641],"study_design_scores_gemma":[0.003562093,0.001388355,0.1303428,0.0007181827,0.00002637797,0.00005702045,0.00008144553,0.0002924411,0.09545887,0.000136414,0.7671468,0.0007892293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.924611,0.04897075,0.004434399,0.01255397,0.005696354,0.001111966,0.0009354652,0.0001007714,0.001585355],"genre_scores_gemma":[0.9300402,0.06220879,0.0003153354,0.00566934,0.0009798547,0.0001593885,0.0004797438,0.00003772713,0.000109589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.16341,"threshold_uncertainty_score":0.9973086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01497878383922002,"score_gpt":0.2811644505815884,"score_spread":0.2661856667423684,"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."}}