{"id":"W2921333418","doi":"10.1016/j.euf.2019.02.022","title":"Mental Illness and Bladder Cancer Patients: The Time for Assertive Intervention Is Now","year":2019,"lang":"en","type":"letter","venue":"European Urology Focus","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Bladder cancer; Cystectomy; Disease; Internal medicine; Cancer; Mental illness; Mental health; Oncology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002445876,0.0004828357,0.001104278,0.0004722774,0.010279,0.005152537,0.001287562,0.04883977,0.01198475],"category_scores_gemma":[0.01322659,0.0005221629,0.001096831,0.0006748658,0.003764763,0.005489084,0.003382285,0.04248024,0.002999869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004677128,"about_ca_system_score_gemma":0.01137717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01425306,"about_ca_topic_score_gemma":0.03756056,"domain_scores_codex":[0.9976915,0.0008200577,0.0002393275,0.0001808147,0.0003779531,0.0006903794],"domain_scores_gemma":[0.9891618,0.002812852,0.0007829802,0.0001859953,0.0009463108,0.006110052],"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":[0.0001132372,0.0001707495,0.004161836,0.0002040755,0.00003244962,0.005115066,0.001314029,0.0000449599,0.0002633551,0.003094119,0.9615377,0.02394826],"study_design_scores_gemma":[0.0003331422,0.0003944094,0.0127755,0.003266457,0.00009934708,0.008642367,0.01396031,0.0003491729,0.0001664484,0.01437435,0.9454811,0.0001574483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006518637,0.001465689,0.00001207904,0.9913107,0.005013681,0.000003357467,0.000008516695,0.000004270384,0.001529832],"genre_scores_gemma":[0.008653213,0.002869399,0.00007004336,0.964292,0.01984655,0.00002582429,0.00001420054,0.00001014503,0.00421864],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04883977,"threshold_uncertainty_score":0.04009295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104881840652842,"score_gpt":0.2632921058706105,"score_spread":0.2528039218053263,"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."}}