{"id":"W2952325564","doi":"10.2215/cjn.02100219","title":"Screening for Intracranial Aneurysms in Patients with Autosomal Dominant Polycystic Kidney Disease","year":2019,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Aneurysm; Subarachnoid hemorrhage; Autosomal dominant polycystic kidney disease; Polycystic kidney disease; Family history; Radiology; Mortality rate; Surgery; Internal medicine; Disease; Cyst","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":[0.0002440871,0.0003970526,0.0003993518,0.001202523,0.0008478598,0.0004678061,0.0002873619,0.001060849,0.002385738],"category_scores_gemma":[0.002234134,0.000190389,0.0002881679,0.0007885645,0.0003870041,0.0006840729,0.0003364136,0.0007229577,0.000348378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002541314,"about_ca_system_score_gemma":0.0003810188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001919491,"about_ca_topic_score_gemma":0.001762747,"domain_scores_codex":[0.9997405,0.00005134947,0.00003655606,0.00003996813,0.0000695323,0.00006209796],"domain_scores_gemma":[0.9993843,0.000175772,0.0001643384,0.00002568768,0.00006925912,0.0001807181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001397336,0.00007580084,0.9266322,0.00003769268,0.00001891717,0.06552597,0.0003656736,0.00006678583,0.0005437804,0.00007291205,0.0008805997,0.005640026],"study_design_scores_gemma":[0.00002032776,0.0004837915,0.620116,0.0001639577,0.00007862313,0.374927,0.001048026,0.0005210699,0.0003889647,0.0004007629,0.00180883,0.00004278548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99125,0.001908338,0.0003582225,0.0006816898,0.000061152,0.00003727332,0.0002210307,0.00002474485,0.00545749],"genre_scores_gemma":[0.9970652,0.001397734,0.0004232748,0.0003384479,0.0001594485,0.00002161534,0.0002087953,0.000005325782,0.0003801369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002385738,"threshold_uncertainty_score":0.007981062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103571128654228,"score_gpt":0.280305477493117,"score_spread":0.2699483646276942,"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."}}