{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002225281,0.0001464813,0.0002647701,0.0001107844,0.0001851724,0.00004316348,0.00005490895,0.0001391645,0.0002226253],"category_scores_gemma":[0.0003670579,0.00007633359,0.00008300899,0.00006552594,0.00002745024,0.00009213576,0.000008528928,0.0001708329,0.000004628288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122963,"about_ca_system_score_gemma":0.0006758532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001093294,"about_ca_topic_score_gemma":0.0001510011,"domain_scores_codex":[0.9987881,0.00006960678,0.0002177013,0.0001976125,0.0003317323,0.0003953099],"domain_scores_gemma":[0.9981444,0.0001554499,0.0001796517,0.00007788053,0.0002859301,0.001156676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001069866,0.0000379729,0.9879014,0.000005420541,0.0001885405,0.0001115249,0.0000143186,4.330177e-7,0.00007837633,0.00007141604,0.008876794,0.002606825],"study_design_scores_gemma":[0.004369396,0.001745539,0.9841736,0.00002967288,0.0001557289,0.0002096253,0.00001213893,0.000006470794,0.00001936939,0.0005459914,0.008624262,0.000108183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777056,0.0000593023,0.0001199169,0.02092436,0.0002179235,0.0004162624,0.0001558186,0.00001417682,0.0003866662],"genre_scores_gemma":[0.9961163,0.00001307675,0.001410334,0.001809489,0.0002156914,0.00002016791,0.00004210123,0.00001491726,0.0003579193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911487,"threshold_uncertainty_score":0.3215441,"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."}}