{"id":"W4200222972","doi":"10.5489/cuaj.7556","title":"Management of adult tuberous sclerosis complex-related angiomyolipoma: A single-center experience","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Everolimus; Tuberous sclerosis; Asymptomatic; Medicine; Angiomyolipoma; Internal medicine; Single Center; Surgery; Pediatrics; Radiology; Kidney","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000548434,0.000641687,0.0003775163,0.0006640871,0.0007507753,0.0006842731,0.0005050706,0.0007321056,0.001092809],"category_scores_gemma":[0.002496687,0.0002858382,0.0003582189,0.0006776707,0.0004292513,0.0006579132,0.0006551213,0.0005619028,0.0003261443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005990798,"about_ca_system_score_gemma":0.000663292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007269488,"about_ca_topic_score_gemma":0.001616677,"domain_scores_codex":[0.9995108,0.0001112083,0.00009151021,0.0000971101,0.00008936753,0.0001000038],"domain_scores_gemma":[0.9986986,0.0001848983,0.0002964378,0.0000636986,0.0001031926,0.0006531295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007002215,0.002963654,0.6220994,0.0003751964,0.0002021323,0.258424,0.003783978,0.001074072,0.006411335,0.0003285048,0.004148439,0.09948915],"study_design_scores_gemma":[0.0002947706,0.00517874,0.3042856,0.0002382412,0.0001591772,0.6782143,0.002702181,0.001792839,0.002332008,0.0002877934,0.004420918,0.00009351922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953264,0.00196701,0.0007699046,0.0003185305,0.00004036874,0.00006400394,0.00005174825,0.00003056561,0.00143145],"genre_scores_gemma":[0.9977481,0.0009683886,0.0006437869,0.0002152301,0.00009548619,0.00002153098,0.00007408272,0.00001069912,0.000222645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001092809,"threshold_uncertainty_score":0.004346669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05321770671706214,"score_gpt":0.2653021953221091,"score_spread":0.2120844886050469,"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."}}