{"id":"W4241317481","doi":"10.5489/cuaj.758","title":"Treatment of angiomyolipoma at a tertiary care centre: the decision between surgery and angioembolization","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Nephrectomy; Angiomyolipoma; Tertiary care; Surgery; Radiology; Kidney; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001349451,0.0001643556,0.0002352345,0.0009489105,0.00165279,0.001628953,0.0005468297,0.001045555,0.004727654],"category_scores_gemma":[0.005216526,0.0002420394,0.0002714544,0.0007894728,0.0008979684,0.0007370467,0.0007125795,0.0008782044,0.0005153916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002011372,"about_ca_system_score_gemma":0.002422891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004239288,"about_ca_topic_score_gemma":0.01499018,"domain_scores_codex":[0.9986738,0.0004019971,0.0002081486,0.0001435292,0.000250799,0.0003217112],"domain_scores_gemma":[0.9954866,0.001186028,0.001577484,0.00007806825,0.0003316361,0.00134013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002265168,0.0001228979,0.9647794,0.0001408138,0.00004418492,0.009225609,0.0004942942,0.0001826882,0.001284383,0.0003178779,0.002337854,0.02084357],"study_design_scores_gemma":[0.00008021029,0.0005902365,0.9107049,0.0009058673,0.0001247954,0.06779695,0.008381408,0.001446752,0.002208368,0.001106999,0.006600352,0.00005316163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794599,0.004695298,0.0007135469,0.007768538,0.0001132094,0.00007131724,0.0001246941,0.00001546469,0.007037954],"genre_scores_gemma":[0.9971559,0.0007694425,0.0006220134,0.0009366799,0.0002555824,0.00001189932,0.00003580915,0.000004928026,0.0002078051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004727654,"threshold_uncertainty_score":0.01581562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410235696303597,"score_gpt":0.2491848092801396,"score_spread":0.2250824523171036,"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."}}