{"id":"W2469770326","doi":"10.5489/cuaj.3798","title":"Structured assessment and followup for patients with hereditary kidney tumour syndromes","year":2016,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Centre Hospitalier Universitaire Sainte-Justine; Memorial University of Newfoundland; Ottawa Hospital; University Health Network; Princess Margaret Cancer Centre; Vancouver General Hospital; Mount Sinai Hospital; McGill University; University of Ottawa; Western University; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Astellas Pharma; Sanofi; Intuitive Surgical; Pfizer; Amgen","keywords":"Medicine; Tuberous sclerosis; Renal cell carcinoma; Leiomyomatosis; Kidney cancer; Von Hippel–Lindau disease; Internal medicine; Pheochromocytoma; Disease; Oncology; Gynecology; Surgery; Pathology","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":[0.006339312,0.0002955012,0.0003715436,0.001559981,0.000845214,0.0006017272,0.0009286263,0.0009715113,0.001271124],"category_scores_gemma":[0.01381179,0.0001209597,0.0005840768,0.0008003757,0.0005816239,0.0006073701,0.001115951,0.001372761,0.0003298768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799772,"about_ca_system_score_gemma":0.009353381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561573,"about_ca_topic_score_gemma":0.03148756,"domain_scores_codex":[0.9961923,0.001669052,0.00106791,0.0001901401,0.0006862676,0.0001941819],"domain_scores_gemma":[0.9912747,0.002418167,0.001424067,0.000239151,0.003925908,0.0007180087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002128486,0.0002467631,0.1261727,0.006905468,0.0001714809,0.004904407,0.00533714,0.0017532,0.003243299,0.00557917,0.218437,0.6270366],"study_design_scores_gemma":[0.000323778,0.0006768967,0.3166094,0.04492148,0.0005124119,0.02243404,0.01073722,0.003722183,0.004724185,0.01382572,0.5812549,0.0002578111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1670339,0.3099717,0.08958205,0.3066814,0.008170485,0.005744638,0.006608647,0.00104608,0.1051611],"genre_scores_gemma":[0.6096776,0.1519975,0.1810952,0.03754902,0.002422666,0.00238551,0.007636414,0.00008954664,0.007146696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01561573,"threshold_uncertainty_score":0.03352588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036016848597284,"score_gpt":0.2267271763338172,"score_spread":0.2163670078478443,"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."}}