{"id":"W3208166896","doi":"10.1177/20543581211055001","title":"Mainstreaming Genetic Testing for Adult Patients With Autosomal Dominant Polycystic Kidney Disease","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Genetic testing; Autosomal dominant polycystic kidney disease; Genetic counseling; Nephrology; Internal medicine; Cohort; Referral; Concordance; Disease; Intensive care medicine; Family medicine; Genetics","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":[0.001181696,0.0002096795,0.0001646026,0.0004964394,0.0004716241,0.0007070979,0.0003544299,0.0003457654,0.0016324],"category_scores_gemma":[0.006897238,0.0001329708,0.0002186841,0.0004927959,0.0004163817,0.0007064672,0.0009888131,0.0004456309,0.0002310471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000567667,"about_ca_system_score_gemma":0.0009402555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002899093,"about_ca_topic_score_gemma":0.004014648,"domain_scores_codex":[0.9989094,0.0003100832,0.0001346288,0.0001625077,0.0003305156,0.0001527839],"domain_scores_gemma":[0.9956676,0.001003636,0.00213981,0.000190197,0.0003849517,0.0006138474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001820583,0.0002131736,0.9785244,0.00002780004,0.00001039494,0.0009214815,0.0005124064,0.0001192338,0.000817167,0.00002771697,0.0002153317,0.01842879],"study_design_scores_gemma":[0.00002798072,0.001900094,0.9855117,0.00006328072,0.00002732437,0.007852703,0.00153177,0.000819964,0.001079238,0.000165222,0.001007606,0.0000130977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9988899,0.0001530519,0.0002169087,0.0001637077,0.000004167275,0.00002349514,0.00003866142,0.00001444199,0.0004956822],"genre_scores_gemma":[0.9991577,0.0001186296,0.0004572709,0.00009847886,0.0000104152,0.000007618044,0.00005653596,0.00000203488,0.00009130225],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002899093,"threshold_uncertainty_score":0.006249487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006576528058066441,"score_gpt":0.2204801617134625,"score_spread":0.2139036336553961,"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."}}