{"id":"W4242879125","doi":"10.5489/cuaj.2517","title":"University of Ottawa Uro-oncology Program","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oncology; Medicine; Medical physics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001736923,0.0007642421,0.0008565097,0.002170651,0.00680099,0.004793811,0.002873128,0.00178614,0.3454874],"category_scores_gemma":[0.007440903,0.0006728753,0.0007985549,0.002063278,0.00186952,0.0009957298,0.003399212,0.001913003,0.0685368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03237687,"about_ca_system_score_gemma":0.09851469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5962685,"about_ca_topic_score_gemma":0.8769342,"domain_scores_codex":[0.9960938,0.0003780338,0.0001637183,0.0004894105,0.001601364,0.00127363],"domain_scores_gemma":[0.9809942,0.0006006776,0.0006642313,0.0004329358,0.006405324,0.01090258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003329676,0.0002316259,0.008180195,0.0005478513,0.00003623881,0.0004474307,0.0003614736,0.0002398754,0.0004204487,0.003356649,0.9326735,0.05317183],"study_design_scores_gemma":[0.00007359553,0.000170265,0.02307841,0.0004038532,0.00003897894,0.0006163654,0.0006995214,0.0001551274,0.0003115781,0.0005299291,0.9738601,0.00006219201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02569249,0.02019652,0.00144698,0.09495813,0.007984968,0.001512132,0.0329771,0.001169137,0.8140626],"genre_scores_gemma":[0.07094847,0.01100509,0.002067219,0.00910369,0.0009054428,0.0003165056,0.007726523,0.000331854,0.8975951],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5962685,"threshold_uncertainty_score":0.9335827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112388581361305,"score_gpt":0.2440184242626824,"score_spread":0.2328945384490694,"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."}}