{"id":"W3199781915","doi":"10.1016/j.jpurol.2021.09.011","title":"Genetics: The diagnostic frontier in pediatric urology","year":2021,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Sexual Differentiation and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"Novo Nordisk Fonden","keywords":"Medicine; Frontier; Pediatric urology; Etiology; Bioinformatics; Computational biology; Data science; Pathology; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002398136,0.0005654069,0.0009398767,0.002829767,0.0008703226,0.001847023,0.001039368,0.002483015,0.002248726],"category_scores_gemma":[0.004836414,0.0003437737,0.0003355991,0.001278059,0.003732433,0.003639929,0.001354994,0.005292126,0.0004681736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425793,"about_ca_system_score_gemma":0.00257647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753936,"about_ca_topic_score_gemma":0.001443742,"domain_scores_codex":[0.99923,0.0003152219,0.00006552484,0.00008095337,0.0001947356,0.0001135223],"domain_scores_gemma":[0.9962512,0.002127146,0.0002987811,0.0001840177,0.0005603348,0.0005785793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004229365,0.0003745123,0.1550938,0.00108251,0.0001251407,0.03105403,0.001406842,0.002690198,0.01540028,0.2675301,0.07594591,0.4488738],"study_design_scores_gemma":[0.00008369885,0.0005056426,0.08122528,0.003223795,0.0001786991,0.2061292,0.005201546,0.005646559,0.008625267,0.391162,0.2977774,0.0002408791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0766844,0.6046484,0.05366543,0.225806,0.00495303,0.000064065,0.0004693521,0.0006472484,0.03306199],"genre_scores_gemma":[0.6064302,0.3313694,0.02825221,0.01599235,0.01348696,0.00005164514,0.0002602306,0.000141454,0.004015512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002829767,"threshold_uncertainty_score":0.01268268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00871752599243952,"score_gpt":0.2420795776000661,"score_spread":0.2333620516076265,"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."}}