{"id":"W2592572788","doi":"10.1177/2054358117693355","title":"Total Kidney Volume as a Biomarker of Disease Progression in Autosomal Dominant Polycystic Kidney Disease","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Kidney Health and Disease","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Royal Victoria Hospital; University of Toronto; Seven Oaks General Hospital; St. Michael's Hospital; University of Manitoba","funders":"","keywords":"Medicine; Biomarker; Kidney disease; Disease; Kidney; Internal medicine; Polycystic kidney disease; Autosomal dominant polycystic kidney disease; Nephrology; Pathology; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005099052,0.0007924213,0.001743726,0.0007398202,0.0003800253,0.0001378189,0.0007325389,0.0003004303,0.0001182688],"category_scores_gemma":[0.04458807,0.0006734966,0.0009361435,0.0002103356,0.0005719106,0.00003215067,0.0001457483,0.0003757738,0.00001347057],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001962835,"about_ca_system_score_gemma":0.3129483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008497331,"about_ca_topic_score_gemma":0.00005771852,"domain_scores_codex":[0.9954583,0.0005054506,0.001657241,0.0007965525,0.0004681295,0.001114293],"domain_scores_gemma":[0.8731639,0.00002420131,0.001563548,0.0009440187,0.0002148872,0.1240894],"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":[0.004515735,0.0006140171,0.01045742,0.05487608,0.0003982402,0.003001745,0.00008584184,0.000001533668,0.00001792016,0.00003061346,0.742973,0.1830279],"study_design_scores_gemma":[0.001863988,0.0004673923,0.002181062,0.02725145,0.0009224835,0.0001031129,0.00002160866,0.00002684581,0.000001307352,0.0001278216,0.9663605,0.0006724159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006707159,0.9814797,0.0000185697,0.008183893,0.0009353109,0.001237164,0.007372689,0.000005180454,0.00009679391],"genre_scores_gemma":[0.01294414,0.9709269,0.0001026671,0.01115387,0.0008729253,0.0001114919,0.002693229,0.0001476922,0.001047025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3127521,"threshold_uncertainty_score":0.9995716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497866338640214,"score_gpt":0.3352204462882532,"score_spread":0.3102417829018511,"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."}}